How an overstuffed, multi-agent Form.io builder got broken into a RabbitMQ queue of tiny tasks so it could live comfortably under a 16k token budget.
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Featured Projects
UX4G MCP Server ongoing
MCP server that exposes UX4G design-system knowledge and component metadata to Cursor and Claude Desktop. Discover components, retrieve HTML/React payloads, and look up handbook best practices.
WikiWhisper
Voice-enabled RAG over Wikipedia. Add topics to a vector store, then ask questions by typing or speaking in many languages; answers are grounded in saved articles and generated via Gemini.
LLM Benchmarking Suite with MCP
Unified benchmarking supporting OpenAI, Anthropic, HF; quantization; LoRA/PEFT; MCP server.
Experience
- Build for Bharat Fellow (Data Science) @ CSG Karnataka — Jan 2026 - Present
- Code4GovTech (AI Intern) @ Protean eGov Technologies Ltd — May 2025 - Aug 2025
- NLP Intern @ FiXitAI — Jun 2024 - Dec 2024
- Python Intern @ Hashed Tokens — Dec 2023 - Mar 2024