Experience

Leading development of scalable backend systems. Built an end-to-end ML architecture with large-scale data ingestion/cleaning, Transformer fine-tuning (DistilBERT) with continual learning (iCaRL method), FastAPI inference service, and Dockerized deployment with Azure Blob–backed model.

Worked on implementing gateways for Coinbase (cryptocurrency exchange) using the CDP API with the FIX (Financial Information Exchange) protocol. Developed integration solutions for real-time trading data processing and API connectivity.