I'm building production multi-agent LLM systems at AI for Business, using LangGraph and FastAPI for content generation and workflow automation. I've also standardized tool integration with MCP-based backend architecture and optimized LLM pipelines across Together AI, Groq, and Anthropic Claude.
I built competitive-intelligence pipelines for 500+ companies using Apify and LLM classification, delivering findings directly to leadership. I also implemented vectorless BM25-based retrieval architecture as a traceable alternative to embedding-based RAG.
Previously, I developed full-stack SaaS products at Kipps.AI and AI4spro, working with Django, React, PostgreSQL, MySQL, JWT/OAuth, REST APIs, and security protocols. My work included reusable React components that reduced frontend duplication by 20% and backend delivery for 5+ client products.
Outside work, I've built RAG systems, document-analysis tools, collaborative code editors, social analytics dashboards, and solar energy platforms. I've solved 350+ DSA problems on LeetCode, won UhackHive 2024, and enjoy turning AI and full-stack engineering into measurable product outcomes.
