Machine Learning Summer School | Oxford, United Kingdom | Summer 2022

M.S. in Electronics and Computer Science | Lahore | 09/2019 - 03/2021

• CGPA: 3.72
• Thesis: Machine Learning Approaches for Breast Cancer Detection

B.S. in Electrical Engineering | Lahore | 09/2015 - 06/2019

• CGPA: 3.58
• Final Year Project: Microwave Imaging for Breast Cancer Detection

09/2023 - Present | United States

• Developed Auto Verification Systems for RTL
• Created training and inference pipelines for private LLMs
• VsCode Extension Development
• Implemented RAG-based AI applications for private data processing
• Built chatbots using Falcon, Llama-2, and OpenAI APIs

03/2022 - 09/2023 | Lahore, Pakistan

• Optimized quantized neural networks for FPGA deployment
• Developed NLP models for code generation and Verilog integration
• Created AI-assisted VSCode extensions for Verilog programming

03/2021 - 03/2022 | Lahore, Pakistan

• Engineered models for real-time acoustic echo cancellation
• Optimized TensorFlow Lite models for mobile device deployment

02/2021 - 03/2021 | Barcelona, Spain

• Implemented real-time signal processing prediction models
• Developed stock price prediction models using technical analysis

09/2019 - 03/2021 | Lahore, Pakistan

• Conducted research on microwave imaging for breast cancer detection
• Developed deep learning models for medical applications

08/2018 - 03/2019 | Lahore, Pakistan

• Assisted in research on microwave imaging for breast cancer detection
• Contributed to the development of deep learning models for medical applications

• React Web Development | Scrimba

• Blockchain Specialization | University of Buffalo

• Machine Learning Engineering for Production (MLOps) Specialization | Deeplearning.AI

• Advanced Machine Learning and Signal Processing | IBM

1. "Machine Learning-Based Approaches For Breast Cancer Detection in Microwave Imaging"

   DOI: 10.23919/USNC-URSI51813.2021.9703518

2. "Development of Prototype Microwave Radar-based Imaging System for Breast Cancer Detection"

   DOI: 10.17582/journal.jeas/39.2.170.179

3. "Performance Comparison of Image Reconstruction Algorithms in Microwave Imaging for Breast Cancer Screening"

   DOI: 10.1109/ICMAC54080.2021.9678274

• DocTalk: RAG based LLM using a React Based Web App
• Echo and Noise Removal System: Implemented Dual-Signal Transformation LSTM for VOIP echo cancellation
• RF Fingerprinting for UAVs: Designed AlexNet-based system for drone identification via RF signals
• Wheat Head Detection: Leveraged Faster RCNN for accurate aerial image wheat head detection
• Transformer-based Code Generation: Created a model for natural language to code conversion

• Programming Languages: Python, JavaScript, Typescript
• Frameworks & Tools: FastAPI, Docker, Hugging Face, Google Cloud, AWS, OpenAI, PyTorch, QKeras, vLLM, QLora, Ollama, React
• Specializations: MLOps, Model Serving, Inference Pipeline, API Development, Web Development, Python Automation

• Gaming
• Robotics