At Alakis Innovations, I deployed an end-to-end WhatsApp automation backend on a live business number, reducing manual workload by ~80%. I also built a production RAG chatbot with LangChain, ChromaDB, and Gemma 3 served locally via Ollama.
I engineered dialogue state management for lead capture and structured data collection, improving data collection and storage efficiency by ~75% through MS SQL. At Infotech, I built a multi-turn Travel Assistant Bot with context awareness and adaptive responses, improving response accuracy by ~75%.

