At Apiphany.ai, I build production Generative AI systems for enterprise clients including Eli Lilly, NASA, Maruti Suzuki, and Volvo. I delivered a CPU-optimized SLM for Eli Lilly with sub-100ms edge-device latency and an AWS-integrated RAG pipeline.
I also build semantic search, document-intelligence, and grounded LLM assistants using Python, LangChain, PyTorch, Hugging Face, FAISS, and AWS. Previously at CyberSoul, I developed machine-learning models, financial-data pipelines, semantic search, and Power BI reporting.

