Subhadeep Choudhury

• Implemented omnichannel next-best-action solutions for Fortune 500 pharmaceutical clients, leveraging advanced machine learning techniques including CNNs, neural networks, and transformer-based models like BERT.
• Enhanced marketing efficiency by 20% through precise targeting and optimization, contributing to over $200 million in marketing spend savings.

• Developed a Question Answer Generation Model utilizing state-of-the-art language models, including OpenAI GPT-2, to enhance content generation capabilities.
• Deployed transformer models like T5 to production in a serverless environment using ONNX quantization and Docker, orchestrated via FastAPI, ensuring scalable and efficient operations.
• Contributed to a 150% expansion of the website's knowledge base, driving a 250% increase in Daily Active Users (DAU) through improved user engagement and information accessibility.

• Developed a Customer Data Unification Platform from scratch.

• Created synthetic data, built data pipelines, analyzed and prepared the data in BigQuery and finally built the report using google data studio.