Heet Shah

Experienced Machine learning professional with a strong background in developing and implementing various solutions at large scales. Passionate about AI, Machine Learning, and Deep Learning. Contributed to key projects in recommendation systems, content and user representation, trust and safety moderation AI, and cost optimization. Skills include AI, Machine Learning, Deep Learning, Recommendation

Worked on a project to automate human embryo grading using ML-DL. Developed techniques to identify and classify different types of embryos. Applied CNN, LSTM, and OCR on sequence data. Skills include Python, TensorFlow, Keras, Computer Vision, Sequence Modeling, Deep Learning.

Worked on a project to construct a reliable virtual Exercise Trainer using deep learning. Developed functionality to classify different exercises in real-time and provide feedback. Used Dynamic Time Warping algorithm to measure deviation from an ideal exercise. Skills include Python, Flask, Object detection, Testing, Data/Feature Engineering.

Worked on automating the medicine packaging system using ML-DL. Developed a prototype to identify different types of pills, their location, and automatically pack them into boxes. Built a robust feature extractor for different kinds of pills. Skills include Python, TensorFlow, Keras, Computer Vision, Model Architectures.

Worked on a project to identify toxic parts of comments using BERT and RoBERTa models. Skills include NLP, Transformer, BERT, Deep Learning.

Worked on a domain-specific chatbot project using RAG model. Developed a system to retrieve relevant information and generate new text answers based on prompt questions. Skills include LLM, Longchain library, Sentence-Trasformer, FAISS.