At Mavriq Webtech, I engineered an outbound AI voice platform using Node.js, FastAPI, OpenAI, Twilio, and ElevenLabs, achieving sub-second speech-to-speech response latency through WebSockets.
I designed hybrid RAG search pipelines combining Pinecone and pgvector, and implemented LangChain ReAct patterns with output validation so agents could execute SQL and call APIs without hallucinations.
Previously at Sofineer, I architected asynchronous worker pipelines with Redis and BullMQ, built backend transaction engines for a crypto exchange, and designed API integrations for invoice processing workflows.
