Passionate about deciphering patterns from complex data sets, especially in the realms of Machine Learning and Deep Learning, I thrive on the thrill of uncovering insights that drive innovation and impact, propelling us towards a smarter, more interconnected future.
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๐ญ Iโm currently working at Breath Of Health as Data Scientist. Working in projects dedicated to advancing early detection strategies for colorectal and breast cancer, as well as COVID-19 analysis, by leveraging high-dimentional FTIR data analysis and developing machine learning models.
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Along with my current role , also working as Machine Learning Engineer on AI-based Machine Condition Monitoring System that detects anomalies, predicts potential failures, and provide valuable insights into the health and performance of the machines by analyzing the data collected from sensors, such as vibration sensors, level sensors, and vision sensors.
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Key Skills :
- Python Libraries, Databases, Frame-works and Version Control: NumPy, Pandas, Scikit-Learn, TensorFlow,Databricks, Anaconda, PySpark, Spark, Jupyter notebook, MongoDB, MySQL, Big-Query, Oracle, A WS s3 bucket, EC2, ECS, AWS, SageMaker, CI/CD, Github, Github Actions, Flask
- Probability Mathematics and Applied Statistics: Probability, Distributions, A/B testing, Confidence Interval, Hypothesis Testing, Bayesian Model, t-Test, ANOV A, Chi-Square Test
- Machine Learning and Deep Learning: Supervised Learning, Decision Trees, RandomForest, GBDT, XGBoost, SVM, ensemble techniques ,Stacking ,voting, Unsupervised Learning, Time-Series, Forecasting, Clustering, sentiment analysis, segmentation, ANN, CNN, nltk, Word2vec
- Data Visualization: Power BI, DAX, Tableau, Python, Matplotlib, Seaborn, Plotly
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๐ฑ Iโm currently learning advance Deep Learning techniques in Computer Vision and Natural Language Processing
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๐ฌ Ask me about Python , Pandas, NumPy , Matplotlib, Seaborn , Scikit-Learn, TensorFlow ,MySQL , Power BI , Tableau , Probability Mathematics , Inferential Statistical, Supervised and Unsupervised Machine Learning, Artificial Neural Networks, CNN, TensorFlow
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๐ซ How to reach me [email protected]
- ๐ Know about my experiences https://www.linkedin.com/in/sunny-panchal-3b902081/