-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathindex.html
executable file
·1202 lines (1091 loc) · 59.1 KB
/
index.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no" />
<meta name="description" content="" />
<meta name="author" content="" />
<title>Soha Tariq | Portfolio</title>
<!-- Bootstrap CSS -->
<link rel="stylesheet" href="https://stackpath.bootstrapcdn.com/bootstrap/4.3.1/css/bootstrap.min.css"
integrity="sha384-ggOyR0iXCbMQv3Xipma34MD+dH/1fQ784/j6cY/iJTQUOhcWr7x9JvoRxT2MZw1T" crossorigin="anonymous" />
<!-- Font Awesome -->
<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.8.1/css/all.css"
integrity="sha384-50oBUHEmvpQ+1lW4y57PTFmhCaXp0ML5d60M1M7uH2+nqUivzIebhndOJK28anvf" crossorigin="anonymous" />
<!-- Google Font -->
<link href="https://fonts.googleapis.com/css?family=Roboto:100,300,400,500,700" rel="stylesheet" />
<!-- Custom styles for this template -->
<link href="static/css/styles.css" rel="stylesheet" />
</head>
<body id="page-top">
<!-- Navbar -->
<nav class="navbar navbar-expand-lg bg-dark fixed-top text-uppercase" id="mainNav">
<div class="container">
<button class="navbar-toggler navbar-toggler-right text-uppercase text-white rounded" type="button"
data-toggle="collapse" data-target="#navbarResponsive" aria-controls="navbarResponsive"
aria-expanded="false" aria-label="Toggle navigation">
<i class="fas fa-bars"></i>
</button>
<div class="collapse navbar-collapse" id="navbarResponsive">
<ul class="navbar-nav ml-auto">
<li class="nav-item">
<a class="nav-link " href="#portfolio">Portfolio</a>
</li>
<li class="nav-item">
<a class="nav-link" href="#about">About</a>
</li>
<li class="nav-item">
<a class="nav-link" href="#education">Education</a>
</li>
<li class="nav-item">
<a class="nav-link" href="#connect">Connect</a>
</li>
</ul>
</div>
</div>
</nav>
<!-- Header -->
<header class="masthead bg-primary text-white text-center">
<div class="container">
<img class="img-fluid w-50 mb-5 d-block mx-auto rounded-circle" src="images/soha.png" alt="" />
<h1 class="mb-0">Hi, I'm Soha!</h1>
<hr />
<h2 class="mb-0">
Data Analyst
</h2>
<!-- Replace this text with your brand statement or other short text about you. -->
<p class="brand-statement">
I am a data analyst with a passion for
working with large data sets to derive actionable insights that
generate effective solutions and greater business value.
Here you can view some of my projects, and read about my experience and education.
I look forward to connecting with you!
</p>
</div>
</header>
<!-- Portfolio Grid Section -->
<section class="portfolio" id="portfolio">
<div class="container">
<h2 class="text-center text-uppercase text-secondary mb-0">
Portfolio
</h2>
<hr class="star-dark mb-5" />
<!-- Each project should include a header and a picture or animated gif.-->
<!-- 1st 2 rows with 3 projects in each-->
<div class="row">
<div class="col-md-6 col-lg-4">
<a class="portfolio-item d-block mx-auto" data-toggle="modal" data-target="#portfolio-modal-1">
<div class="portfolio-item-caption d-flex position-absolute h-100 w-100">
<div class="portfolio-item-caption-content my-auto w-100 text-center text-white">
<p>Mapping Earthquakes</p>
<i class="fas fa-search-plus fa-2x"></i>
</div>
</div>
<img class="img-fluid" src="images/portfolio/p1.png" alt="" />
</a>
</div>
<div class="col-md-6 col-lg-4">
<a class="portfolio-item d-block mx-auto" data-toggle="modal" data-target="#portfolio-modal-2">
<div class="portfolio-item-caption d-flex position-absolute h-100 w-100">
<div class="portfolio-item-caption-content my-auto w-100 text-center text-white">
<p>Amazon Vine Analysis</p>
<i class="fas fa-search-plus fa-2x"></i>
</div>
</div>
<img class="img-fluid" src="images/portfolio/p2.png" alt="" />
</a>
</div>
<div class="col-md-6 col-lg-4">
<a class="portfolio-item d-block mx-auto" data-toggle="modal" data-target="#portfolio-modal-3">
<div class="portfolio-item-caption d-flex position-absolute h-100 w-100">
<div class="portfolio-item-caption-content my-auto w-100 text-center text-white">
<p>Bikesharing</p>
<i class="fas fa-search-plus fa-2x"></i>
</div>
</div>
<img class="img-fluid" src="images/portfolio/p3.png" alt="" />
</a>
</div>
<div class="col-md-6 col-lg-4">
<a class="portfolio-item d-block mx-auto" data-toggle="modal" data-target="#portfolio-modal-4">
<div class="portfolio-item-caption d-flex position-absolute h-100 w-100">
<div class="portfolio-item-caption-content my-auto w-100 text-center text-white">
<p>Credit Risk Analysis</p>
<i class="fas fa-search-plus fa-3x"></i>
</div>
</div>
<img class="img-fluid" src="images/portfolio/p4.png" alt="" />
</a>
</div>
<div class="col-md-6 col-lg-4">
<a class="portfolio-item d-block mx-auto" data-toggle="modal" data-target="#portfolio-modal-5">
<div class="portfolio-item-caption d-flex position-absolute h-100 w-100">
<div class="portfolio-item-caption-content my-auto w-100 text-center text-white">
<p>World Weather Analysis</p>
<i class="fas fa-search-plus fa-2x"></i>
</div>
</div>
<img class="img-fluid" src="images/portfolio/p5.png" alt="" />
</a>
</div>
<div class="col-md-6 col-lg-4">
<a class="portfolio-item d-block mx-auto" data-toggle="modal" data-target="#portfolio-modal-6">
<div class="portfolio-item-caption d-flex position-absolute h-100 w-100">
<div class="portfolio-item-caption-content my-auto w-100 text-center text-white">
<p>MechaCar Statistical Analysis</p>
<i class="fas fa-search-plus fa-2x"></i>
</div>
</div>
<img class="img-fluid" src="images/portfolio/p6.png" alt="" />
</a>
</div>
<!-- The 3rd row with 4 projects in it -->
<div class="col-md-4.5 col-lg-3">
<a class="portfolio-item d-block mx-auto" data-toggle="modal" data-target="#portfolio-modal-7">
<div class="portfolio-item-caption d-flex position-absolute h-100 w-100">
<div class="portfolio-item-caption-content my-auto w-100 text-center text-white">
<p>Bellybutton Biodiversity</p>
<i class="fas fa-search-plus fa-2x"></i>
</div>
</div>
<img class="img-fluid" src="images/portfolio/p7.png" alt="" />
</a>
</div>
<div class="col-md-4.5 col-lg-3">
<a class="portfolio-item d-block mx-auto" data-toggle="modal" data-target="#portfolio-modal-8">
<div class="portfolio-item-caption d-flex position-absolute h-100 w-100">
<div class="portfolio-item-caption-content my-auto w-100 text-center text-white">
<p>Cryptocurrencies</p>
<i class="fas fa-search-plus fa-2x"></i>
</div>
</div>
<img class="img-fluid" src="images/portfolio/p8.png" alt="" />
</a>
</div>
<div class="col-md-4.5 col-lg-3">
<a class="portfolio-item d-block mx-auto" data-toggle="modal" data-target="#portfolio-modal-9">
<div class="portfolio-item-caption d-flex position-absolute h-100 w-100">
<div class="portfolio-item-caption-content my-auto w-100 text-center text-white">
<p>Mission to Mars</p>
<i class="fas fa-search-plus fa-2x"></i>
</div>
</div>
<img class="img-fluid" src="images/portfolio/p9.png" alt="" />
</a>
</div>
<div class="col-md-4.5 col-lg-3">
<a class="portfolio-item d-block mx-auto" data-toggle="modal" data-target="#portfolio-modal-10">
<div class="portfolio-item-caption d-flex position-absolute h-100 w-100">
<div class="portfolio-item-caption-content my-auto w-100 text-center text-white">
<p>UFOs</p>
<i class="fas fa-search-plus fa-2x"></i>
</div>
</div>
<img class="img-fluid" src="images/portfolio/p10.png" alt="" />
</a>
</div>
<!-- Row 4 and 5 with 5 projects in each -->
<div class="col-md-4.5 col-lg-3">
<a class="portfolio-item d-block mx-auto" data-toggle="modal" data-target="#portfolio-modal-11">
<div class="portfolio-item-caption d-flex position-absolute h-100 w-100">
<div class="portfolio-item-caption-content my-auto w-100 text-center text-white">
<p>Neural Network Charity Analysis</p>
<i class="fas fa-search-plus fa-2x"></i>
</div>
</div>
<img class="img-fluid" src="images/portfolio/p11.png" alt="" />
</a>
</div>
<div class="col-md-4.5 col-lg-3">
<a class="portfolio-item d-block mx-auto" data-toggle="modal" data-target="#portfolio-modal-12">
<div class="portfolio-item-caption d-flex position-absolute h-100 w-100">
<div class="portfolio-item-caption-content my-auto w-100 text-center text-white">
<p>PyBer Ride Sharing</p>
<i class="fas fa-search-plus fa-2x"></i>
</div>
</div>
<img class="img-fluid" src="images/portfolio/p12.png" alt="" />
</a>
</div>
<div class="col-md-4.5 col-lg-3">
<a class="portfolio-item d-block mx-auto" data-toggle="modal" data-target="#portfolio-modal-13">
<div class="portfolio-item-caption d-flex position-absolute h-100 w-100">
<div class="portfolio-item-caption-content my-auto w-100 text-center text-white">
<p>NYC Restaurant Analysis</p>
<i class="fas fa-search-plus fa-2x"></i>
</div>
</div>
<img class="img-fluid" src="images/portfolio/p13.png" alt="" />
</a>
</div>
<div class="col-md-4.5 col-lg-3">
<a class="portfolio-item d-block mx-auto" data-toggle="modal" data-target="#portfolio-modal-14">
<div class="portfolio-item-caption d-flex position-absolute h-100 w-100">
<div class="portfolio-item-caption-content my-auto w-100 text-center text-white">
<p>Pewlett Hackard Analysis</p>
<i class="fas fa-search-plus fa-2x"></i>
</div>
</div>
<img class="img-fluid" src="images/portfolio/p14.png" alt="" />
</a>
</div>
<div class="col-md-4.5 col-lg-3">
<a class="portfolio-item d-block mx-auto" data-toggle="modal" data-target="#portfolio-modal-15">
<div class="portfolio-item-caption d-flex position-absolute h-100 w-100">
<div class="portfolio-item-caption-content my-auto w-100 text-center text-white">
<p>Movies ETL</p>
<i class="fas fa-search-plus fa-2x"></i>
</div>
</div>
<img class="img-fluid" src="images/portfolio/p15.png" alt="" />
</a>
</div>
<div class="col-md-4.5 col-lg-3">
<a class="portfolio-item d-block mx-auto" data-toggle="modal" data-target="#portfolio-modal-16">
<div class="portfolio-item-caption d-flex position-absolute h-100 w-100">
<div class="portfolio-item-caption-content my-auto w-100 text-center text-white">
<p>School District Analysis</p>
<i class="fas fa-search-plus fa-2x"></i>
</div>
</div>
<img class="img-fluid" src="images/portfolio/p16.png" alt="" />
</a>
</div>
<div class="col-md-4.5 col-lg-3">
<a class="portfolio-item d-block mx-auto" data-toggle="modal" data-target="#portfolio-modal-17">
<div class="portfolio-item-caption d-flex position-absolute h-100 w-100">
<div class="portfolio-item-caption-content my-auto w-100 text-center text-white">
<p>Surf's Up</p>
<i class="fas fa-search-plus fa-2x"></i>
</div>
</div>
<img class="img-fluid" src="images/portfolio/p17.png" alt="" />
</a>
</div>
<div class="col-md-4.5 col-lg-3">
<a class="portfolio-item d-block mx-auto" data-toggle="modal" data-target="#portfolio-modal-18">
<div class="portfolio-item-caption d-flex position-absolute h-100 w-100">
<div class="portfolio-item-caption-content my-auto w-100 text-center text-white">
<p>Stocks Analysis</p>
<i class="fas fa-search-plus fa-2x"></i>
</div>
</div>
<img class="img-fluid" src="images/portfolio/p18.png" alt="" />
</a>
</div>
<div class="col-md-4.5 col-lg-3">
<a class="portfolio-item d-block mx-auto" data-toggle="modal" data-target="#portfolio-modal-19">
<div class="portfolio-item-caption d-flex position-absolute h-100 w-100">
<div class="portfolio-item-caption-content my-auto w-100 text-center text-white">
<p>Kickstarter Analysis</p>
<i class="fas fa-search-plus fa-2x"></i>
</div>
</div>
<img class="img-fluid" src="images/portfolio/p19.png" alt="" />
</a>
</div>
<div class="col-md-4.5 col-lg-3">
<a class="portfolio-item d-block mx-auto" data-toggle="modal" data-target="#portfolio-modal-20">
<div class="portfolio-item-caption d-flex position-absolute h-100 w-100">
<div class="portfolio-item-caption-content my-auto w-100 text-center text-white">
<p>Election Analysis</p>
<i class="fas fa-search-plus fa-2x"></i>
</div>
</div>
<img class="img-fluid text-center" src="images/portfolio/p20.png" alt="" />
</a>
</div>
</div>
</div>
</section>
<!-- About Section -->
<section class="bg-primary text-white mb-0" id="about">
<div class="container">
<h2 class="text-center text-uppercase text-white">About Me</h2>
<hr class="star-light mb-5" />
<p class="about-me text-center">
I'm a data analyst who recently earned a certificate in Data Analytics
from Columbia University, with a background in Mathematics and Economics.
Past work includes data analytics, project management, and
building stakeholder relationships. Experienced in handling large datasets consisting of structured,
semi-structured, and raw data, and collaborating across diverse groups to support creative, detailed and
efficient analysis. Strengths include analytical problem-solving,
empathic teamwork, and effective communication.
I am passionate about both the technological and social aspects of a problem at hand - data analytics
and technological solutions tend to hold greater efficacy when combined with people analytics and
human psychology!
</p>
</div><br><br>
<div class="container">
<div class="text-center">
<h3 class="text-center text-uppercase text-white">Skills</h3>
<hr class="title-underline">
</div>
<div class="col-md-10 offset-md-1">
<div class="row text-center skills-row">
<div class="col">
<img class="img-fluid material-tooltip-main" src="images/tools/python.png"
data-placement="bottom" title="Python" width="80" style="padding-bottom: 15px">
<p class="text-center">Python</p>
</div>
<div class="col">
<img class="img-fluid material-tooltip-main" src="images/tools/SQL.png" data-placement="bottom"
title="SQL" width="80" style="padding-bottom: 15px">
<p class="text-center">SQL</p>
</div>
<div class="col">
<img class="img-fluid material-tooltip-main" src="images/tools/rstudio.png" data-placement="bottom"
title="R Studio" width="80" style="padding-bottom: 15px">
<p class="text-center">R Studio</p>
</div>
<div class="col">
<img class="img-fluid material-tooltip-main" src="images/tools/JS.png"
data-placement="bottom" title="JavaScript" width="150" style="padding-bottom: 35px">
<p>JavaScript HTML CSS</p>
</div>
<div class="col">
<img class="img-fluid material-tooltip-main" src="images/tools/tableau.png"
data-toggle="tooltip" data-placement="bottom" title="Tableau" width="80" style="padding-bottom: 35px">
<p>Tableau</p>
</div>
<div class="col">
<img class="img-fluid material-tooltip-main" src="images/tools/ML.png"
data-placement="bottom" title="Machine Learning" width="80" style="padding-bottom: 5px">
<p>Machine Learning</p>
</div><br>
<div class="col">
<img class="img-fluid material-tooltip-main" src="images/tools/mongodb.png"
data-placement="bottom" title="MongoDB" width="80" style="padding-bottom: 15px">
<p>MongoDB</p>
</div>
</div>
</div><br>
<div class="masthead bg-primary text-white text-center">
<p>
<h4 class="text-center text-uppercase text-white">Languages</h4>
<div class="text-center text-white">
Python, R, Structured Query Language (SQL), HTML5, CSS, JavaScript ES6+
(Libraries: Pandas, NumPy, SciPy, Matplotlib, Scikit-Learn, TensorFlow, Plotly.js, D3.js)
</div><br>
<h4 class="text-center text-uppercase text-white">Applications, Systems, and Tools</h4>
<div class="text-center text-white">
MongoDB, PostgreSQL, SQLAlchemy (ORM), Amazon Web Services
(AWS), Google Cloud Platform (GCP), Alteryx, Tableau, PySpark, Flask, Hadoop, MS Office Suite (Excel, Word,
PowerPoint), Visual Basic Application (VBA), GitHub, APIs, ETL, Jupyter notebook, Google Colab, pgAdmin, VS Code,
Agile methodologies
</div><br>
</p>
</div><br><br>
<div class="text-center mt-4">
<a class="btn btn-lg btn-outline-light" href="Resources/SohaTariq_Resume.pdf">
<i class="fas fa-download mr-2"></i>
Resume
</a>
</div>
</div>
</section>
<!-- Education -->
<section class="education" id="education">
<div class="container">
<h2 class="text-center text-uppercase text-secondary mb-0">
Education
</h2>
<hr class="star-dark mb-5" />
<div class="credential">
<h2 class="location mb-0">
Columbia University |
<span class="credential-date text-muted">2021 - 2022</span>
</h2>
<p class="lead">Columbia Engineering Data Analytics Certificate</p>
<p class="credential-description">
Data Analytics is a high-growth career track, and
Columbia University Data Analytics Boot Camp teaches you the
specialized skills for it in a very comprehensive manner.
During the 24 weeks, I learned in-demand front-end and back-end
technologies while working on projects with real-world applications.
My experience includes data analysis, data visualization, web development, working with
databases and big data, and machine learning.
</p>
</div>
<hr class="credential-divider" />
<div class="credential">
<h2 class="location mb-0">
UVA |
<span class="credential-date text-muted">2019 - 2020</span>
</h2>
<p class="lead">Master of Arts in Anthropology</p>
<p class="credential-description">
The Masters in Anthropology at the University of Virginia (UVA) equipped me with in-depth
knowledge about the history of the social and cultural anthropological theory,
langugae and identity, systems of care, and medical anthropology.
It expanded on understanding why humans act the way they do,
how culture affects the choices they make, and what drives their interactions
with one another and the artefacts around them.
</p>
</div>
<hr class="credential-divider" />
<div class="credential">
<h2 class="location mb-0">
LUMS |
<span class="credential-date text-muted">2011 - 2017</span>
</h2>
<p class="lead">Bachelors in Economics and Politics (Minor in Mathematics)</p>
<p class="credential-description">
The Bachelors in Economics and Politics at the Lahore University of
Management Sciences (LUMS) provided me with a strong foundation in Economics and Politics, with courses
ranging from Advanced Macro- and Microeconomics to Game Theory and Political Theory.
The minor in Mathematics equipped me with invaluable mathematical knowledge through
the following courses: Advanced Statistical Analysis, Calculus I & II, Probability,
Linear Algebra with Differential Equations, Ordinary Differential Equations,
Formal Mathematics, Introduction to Real Analysis I, and Operations Research I.
</p>
</div>
</div>
</section>
<!-- Footer -->
<footer class="footer text-center" id="connect">
<div class="container">
<div class="row">
<div class="col-md-6 offset-md-3">
<h2 class="text-center text-uppercase mb-3">
Connect with Me
</h2>
<p class="text-uppercase mb-4">
</p>
<ul class="list-inline mb-0">
<li class="list-inline-item">
<a class="btn-social text-center rounded-circle"
href="https://www.linkedin.com/in/soha-tariq-5226143b/">
<i class="fab fa-fw fa-linkedin-in"></i>
</a>
</li>
<li class="list-inline-item">
<a class="btn-social text-center rounded-circle" href="https://github.com/SohaT7">
<i class="fab fa-github"></i>
</a>
</li>
</ul>
</div>
</div>
</div>
</footer>
<div class="copyright py-4 text-center text-white">
<div class="container">
<small>Copyright © Soha Tariq 2022</small>
</div>
</div>
<!-- Portfolio Modals: These are what open up when you click on each project. Replace the information as needed. -->
<!-- Portfolio Modal 1 -->
<div class="modal portfolio-modal mfp-hide" id="portfolio-modal-1">
<div class="portfolio-modal-dialog bg-white">
<a class="close-button portfolio-modal-dismiss" href="#" data-dismiss="modal">
<i class="fa fa-2x fa-times close-link"></i>
</a>
<div class="container text-center">
<div class="row">
<div class="col-lg-8 mx-auto">
<h2 class="text-secondary text-white text-uppercase mb-0">
Mapping Earthquakes
</h2>
<hr class="star-dark mb-5" />
<img class="img-fluid mb-5" src="images/portfolio/p1a.png" alt="" />
<p class="mb-5">
Create an interactive world map for earthquakes,
with multiple layers added for different features and view modes,
using JavaScript (D3 library), Leaflet, and Mapbox.
</p>
<!--<a class="btn btn-primary portfolio-modal-dismiss"
href="">
Live Demo</a>-->
<a class="btn btn-primary portfolio-modal-dismiss"
href="https://github.com/SohaT7/Mapping_Earthquakes">
View Code</a>
</div>
</div>
</div>
</div>
</div>
<!-- Portfolio Modal 2 -->
<div class="modal portfolio-modal mfp-hide" id="portfolio-modal-2">
<div class="portfolio-modal-dialog bg-white">
<a class="close-button portfolio-modal-dismiss" href="#" data-dismiss="modal">
<i class="fa fa-2x fa-times close-link"></i>
</a>
<div class="container text-center">
<div class="row">
<div class="col-lg-8 mx-auto">
<h2 class="text-secondary text-uppercase mb-0">
Amazon Vine Analysis
</h2>
<hr class="star-dark mb-5" />
<img class="img-fluid mb-5" src="images/portfolio/p2.png" alt="" />
<p class="mb-5">
Analysis to determine if there is a positivity bias in
product reviews written by Amazon Vine members.
The ETL process and analysis uses PySpark, Python (Pandas),
SQL, Amazon Web Services (AWS), and pgAdmin.
</p>
<!--<a class="btn btn-primary portfolio-modal-dismiss"
href="">
Live Demo
</a>-->
<a class="btn btn-primary portfolio-modal-dismiss"
href="https://github.com/SohaT7/Amazon_Vine_Analysis">
View Code</a>
</div>
</div>
</div>
</div>
</div>
<!-- Portfolio Modal 3 -->
<div class="modal portfolio-modal mfp-hide" id="portfolio-modal-3">
<div class="portfolio-modal-dialog bg-white">
<a class="close-button portfolio-modal-dismiss" href="#" data-dismiss="modal">
<i class="fa fa-2x fa-times close-link"></i>
</a>
<div class="container text-center">
<div class="row">
<div class="col-lg-8 mx-auto">
<h2 class="text-secondary text-uppercase mb-0">
Bikesharing
</h2>
<hr class="star-dark mb-5" />
<img class="img-fluid mb-5" src="images/portfolio/p3a.png" alt="" />
<p class="mb-5">
Creates a dashboard to analyze the NYC Citi Bike sharing data,
in order to convince investors to start a similar bike sharing program
in another city. Uses Tableau and Python (Pandas library).
</p>
<a class="btn btn-primary portfolio-modal-dismiss"
href="https://public.tableau.com/shared/526QNCSWW?:display_count=n&:origin=viz_share_link">
Live Demo
</a>
<a class="btn btn-primary portfolio-modal-dismiss"
href="https://github.com/SohaT7/Bikesharing">
View Code</a>
</div>
</div>
</div>
</div>
</div>
<!-- Portfolio Modal 4 -->
<div class="modal portfolio-modal mfp-hide" id="portfolio-modal-4">
<div class="portfolio-modal-dialog bg-white">
<a class="close-button portfolio-modal-dismiss" href="#" data-dismiss="modal">
<i class="fa fa-2x fa-times close-link"></i>
</a>
<div class="container text-center">
<div class="row">
<div class="col-lg-8 mx-auto">
<h2 class="text-secondary text-uppercase mb-0">
Credit Risk Analysis
</h2>
<hr class="star-dark mb-5" />
<img class="img-fluid mb-5" src="images/portfolio/p4.png" alt="" />
<p class="mb-5">
Supervised machine learning models built and evaluated to predict credit loan risk.
Resampling and ensemble techniques applied to the logistic regression
classifier models using Scikit-learn, Imbalanced-learn, Pandas,
and NumPy libraries in Python.
</p>
<!--<a class="btn btn-primary portfolio-modal-dismiss"
href="">
Live Demo
</a>-->
<a class="btn btn-primary portfolio-modal-dismiss"
href="https://github.com/SohaT7/Credit_Risk_Analysis">
View Code</a>
</div>
</div>
</div>
</div>
</div>
<!-- Portfolio Modal 5 -->
<div class="modal portfolio-modal mfp-hide" id="portfolio-modal-5">
<div class="portfolio-modal-dialog bg-white">
<a class="close-button portfolio-modal-dismiss" href="#" data-dismiss="modal">
<i class="fa fa-2x fa-times close-link"></i>
</a>
<div class="container text-center">
<div class="row">
<div class="col-lg-8 mx-auto">
<h2 class="text-secondary text-uppercase mb-0">
World Weather Analysis
</h2>
<hr class="star-dark mb-5" />
<img class="img-fluid mb-5" src="images/portfolio/p5a.png" alt="" />
<p class="mb-5">
Creates a travel itinerary map based on the customer's weather preferences.
Uses Python (Pandas, Matplotlib, and SciPy libraries) and APIs.
</p>
<!--<a class="btn btn-primary portfolio-modal-dismiss"
href="">
Live Demo
</a>-->
<a class="btn btn-primary portfolio-modal-dismiss"
href="https://github.com/SohaT7/World_Weather_Analysis">
View Code</a>
</div>
</div>
</div>
</div>
</div>
<!-- Portfolio Modal 6 -->
<div class="modal portfolio-modal mfp-hide" id="portfolio-modal-6">
<div class="portfolio-modal-dialog bg-white">
<a class="close-button portfolio-modal-dismiss" href="#" data-dismiss="modal">
<i class="fa fa-2x fa-times close-link"></i>
</a>
<div class="container text-center">
<div class="row">
<div class="col-lg-8 mx-auto">
<h2 class="text-secondary text-uppercase mb-0">
MechaCar Statistical Analysis
</h2>
<hr class="star-dark mb-5" />
<img class="img-fluid mb-5" src="images/portfolio/p6.png" alt="" />
<p class="mb-5">
The analysis uses R language to run a multiple linear regression, t-tests,
and generate summary statistics, in order to aid an automotive company
in identifying the production troubles that are hindering the
manufacture of a prototype car of theirs.
</p>
<!--<a class="btn btn-primary portfolio-modal-dismiss" href="">
Live Demo
</a>-->
<a class="btn btn-primary portfolio-modal-dismiss" href="https://github.com/SohaT7/MechaCar_Statistical_Analysis">
View Code</a>
</div>
</div>
</div>
</div>
</div>
<!-- Adding 4 projects to a row now -->
<!-- Portfolio Modal 7 -->
<div class="modal portfolio-modal mfp-hide" id="portfolio-modal-7">
<div class="portfolio-modal-dialog bg-white">
<a class="close-button portfolio-modal-dismiss" href="#" data-dismiss="modal">
<i class="fa fa-2x fa-times close-link"></i>
</a>
<div class="container text-center">
<div class="row">
<div class="col-lg-8 mx-auto">
<h2 class="text-secondary text-uppercase mb-0">
Bellybutton Biodiversity
</h2>
<hr class="star-dark mb-5" />
<img class="img-fluid mb-5" src="images/portfolio/p7.png" alt="" />
<p class="mb-5">
Creates an interactive dashboard which allows the individual to visualize
their bellybutton bacterial biodiversity data. Uses
JavaScript (Plotly.js and D3.js libraries) and HTML.
</p>
<a class="btn btn-primary portfolio-modal-dismiss" href="https://sohat7.github.io/Biodiversity/">
Live Demo
</a>
<a class="btn btn-primary portfolio-modal-dismiss" href="https://github.com/SohaT7/Biodiversity">
View Code</a>
</div>
</div>
</div>
</div>
</div>
<!-- Portfolio Modal 8 -->
<div class="modal portfolio-modal mfp-hide" id="portfolio-modal-8">
<div class="portfolio-modal-dialog bg-white">
<a class="close-button portfolio-modal-dismiss" href="#" data-dismiss="modal">
<i class="fa fa-2x fa-times close-link"></i>
</a>
<div class="container text-center">
<div class="row">
<div class="col-lg-8 mx-auto">
<h2 class="text-secondary text-uppercase mb-0">
Cryptocurrencies
</h2>
<hr class="star-dark mb-5" />
<img class="img-fluid mb-5" src="images/portfolio/p8.png" alt="" />
<p class="mb-5">
Unsupervised machine learning algorithms (PCA dimensionality reduction
and K-means clustering algorithm) report on tradable cryptocurrencies
and create a classification system for them, using Scikit-learn, Pandas,
Plotly, and hvPlot in Python.
</p>
<!--<a class="btn btn-primary portfolio-modal-dismiss" href="">
Live Demo
</a>-->
<a class="btn btn-primary portfolio-modal-dismiss" href="https://github.com/SohaT7/Cryptocurrencies">
View Code</a>
</div>
</div>
</div>
</div>
</div>
<!-- Portfolio Modal 9 -->
<div class="modal portfolio-modal mfp-hide" id="portfolio-modal-9">
<div class="portfolio-modal-dialog bg-white">
<a class="close-button portfolio-modal-dismiss" href="#" data-dismiss="modal">
<i class="fa fa-2x fa-times close-link"></i>
</a>
<div class="container text-center">
<div class="row">
<div class="col-lg-8 mx-auto">
<h2 class="text-secondary text-uppercase mb-0">
Mission to Mars
</h2>
<hr class="star-dark mb-5" />
<img class="img-fluid mb-5" src="images/portfolio/p9.png" alt="" />
<p class="mb-5">
Creates a web app that scrapes and displays the most recently
published data on Mars and the Mars mission. Uses Python
(html5lib and lxml libraries), MongoDB, Flask-PyMongo, Splinter,
BeautifulSoup, and Web-Driver Manager.
</p>
<!--<a class="btn btn-primary portfolio-modal-dismiss" href="">
Live Demo
</a>-->
<a class="btn btn-primary portfolio-modal-dismiss" href="https://github.com/SohaT7/Mission_to_Mars">
View Code</a>
</div>
</div>
</div>
</div>
</div>
<!-- Portfolio Modal 10 -->
<div class="modal portfolio-modal mfp-hide" id="portfolio-modal-10">
<div class="portfolio-modal-dialog bg-white">
<a class="close-button portfolio-modal-dismiss" href="#" data-dismiss="modal">
<i class="fa fa-2x fa-times close-link"></i>
</a>
<div class="container text-center">
<div class="row">
<div class="col-lg-8 mx-auto">
<h2 class="text-secondary text-uppercase mb-0">
UFOs
</h2>
<hr class="star-dark mb-5" />
<img class="img-fluid mb-5" src="images/portfolio/p10.png" alt="" />
<p class="mb-5">
Creates a dynamic table, where the user can filter UFO sightings on
multiple criteria simultaneously. Uses JavaScript, HTML, CSS,
and Bootstrap.
</p>
<a class="btn btn-primary portfolio-modal-dismiss" href="https://sohat7.github.io/UFOs/">
Live Demo
</a>
<a class="btn btn-primary portfolio-modal-dismiss" href="https://github.com/SohaT7/UFOs">
View Code</a>
</div>
</div>
</div>
</div>
</div>
<!-- Portfolio Modal 11 -->
<div class="modal portfolio-modal mfp-hide" id="portfolio-modal-11">
<div class="portfolio-modal-dialog bg-white">
<a class="close-button portfolio-modal-dismiss" href="#" data-dismiss="modal">
<i class="fa fa-2x fa-times close-link"></i>
</a>
<div class="container text-center">
<div class="row">
<div class="col-lg-8 mx-auto">
<h2 class="text-secondary text-uppercase mb-0">
Neural Network Charity Analysis
</h2>
<hr class="star-dark mb-5" />
<img class="img-fluid mb-5" src="images/portfolio/p11.png" alt="" />
<p class="mb-5">
Deep-learning neural network (binary classifier) to determine which
organizations are worth donating to and which ones are high-risk.
Uses Python (TensorFlow, Pandas, and Scikit-Learn libraries).
</p>
<!--<a class="btn btn-primary portfolio-modal-dismiss" href="">
Live Demo
</a>-->
<a class="btn btn-primary portfolio-modal-dismiss" href="https://github.com/SohaT7/Neural_Network_Charity_Analysis">
View Code</a>
</div>
</div>
</div>
</div>
</div>
<!-- Portfolio Modal 12 -->
<div class="modal portfolio-modal mfp-hide" id="portfolio-modal-12">
<div class="portfolio-modal-dialog bg-white">
<a class="close-button portfolio-modal-dismiss" href="#" data-dismiss="modal">
<i class="fa fa-2x fa-times close-link"></i>
</a>
<div class="container text-center">
<div class="row">
<div class="col-lg-8 mx-auto">
<h2 class="text-secondary text-uppercase mb-0">
PyBer Ride Sharing Analysis
</h2>
<hr class="star-dark mb-5" />
<img class="img-fluid mb-5" src="images/portfolio/p12a.png" alt="" />
<p class="mb-5">
Analysis and visualization of ride-sharing data to determine how
total weekly fares differ by city type. Uses Python
(Pandas and Matplotlib libraries).
</p>
<!--<a class="btn btn-primary portfolio-modal-dismiss" href="">
Live Demo
</a>-->
<a class="btn btn-primary portfolio-modal-dismiss" href="https://github.com/SohaT7/PyBer_Analysis">
View Code</a>
</div>
</div>
</div>
</div>
</div>
<!-- Portfolio Modal 13 -->
<div class="modal portfolio-modal mfp-hide" id="portfolio-modal-13">
<div class="portfolio-modal-dialog bg-white">
<a class="close-button portfolio-modal-dismiss" href="#" data-dismiss="modal">
<i class="fa fa-2x fa-times close-link"></i>
</a>
<div class="container text-center">
<div class="row">
<div class="col-lg-8 mx-auto">
<h2 class="text-secondary text-uppercase mb-0">
NYC Restaurant Analysis
</h2>
<hr class="star-dark mb-5" />
<img class="img-fluid mb-5" src="images/portfolio/p13.png" alt="" />
<p class="mb-5">
Data visualization of the NYC restaurant data, and data analysis to gauge
if a restaurant located in a high-income area receives a higher health
inspection grade. Uses Python (Pandas, Scikit-learn, Imbalanced-learn),
PostgreSQL, SQLAlchemy, Tableau, JavaScript (Plotly.js library), HTML,
CSS, and Bootstrap.
</p>
<a class="btn btn-primary portfolio-modal-dismiss" href="https://veronicaywl.github.io/dashboard/">
Live Demo
</a>
<a class="btn btn-primary portfolio-modal-dismiss" href="https://github.com/SohaT7/NYC_Restaurant_Analysis">
View Code</a>
</div>
</div>
</div>
</div>
</div>
<!-- Portfolio Modal 14 -->
<div class="modal portfolio-modal mfp-hide" id="portfolio-modal-14">
<div class="portfolio-modal-dialog bg-white">
<a class="close-button portfolio-modal-dismiss" href="#" data-dismiss="modal">
<i class="fa fa-2x fa-times close-link"></i>
</a>
<div class="container text-center">
<div class="row">
<div class="col-lg-8 mx-auto">
<h2 class="text-secondary text-uppercase mb-0">
Pewlett Hackard Analysis
</h2>
<hr class="star-dark mb-5" />
<img class="img-fluid mb-5" src="images/portfolio/p14a.png" alt="" />
<p class="mb-5">
Determines how many employees at the company will soon be retiring,
and how many among those are eligible for mentoring the new hires.
Uses SQL, postgreSQL, and pgAdmin.
</p>
<!--<a class="btn btn-primary portfolio-modal-dismiss" href="">
Live Demo
</a>-->
<a class="btn btn-primary portfolio-modal-dismiss" href="https://github.com/SohaT7/Pewlett-Hackard-Analysis-">
View Code</a>
</div>
</div>
</div>
</div>
</div>
<!-- Portfolio Modal 15 -->
<div class="modal portfolio-modal mfp-hide" id="portfolio-modal-15">
<div class="portfolio-modal-dialog bg-white">
<a class="close-button portfolio-modal-dismiss" href="#" data-dismiss="modal">
<i class="fa fa-2x fa-times close-link"></i>
</a>
<div class="container text-center">
<div class="row">
<div class="col-lg-8 mx-auto">
<h2 class="text-secondary text-uppercase mb-0">
Movies ETL
</h2>