• Built a Sikh community event platform used by 1,500+ people, covering 300+ samagams with 500+ community contributions.
• Created an AI poster-intelligence pipeline that extracts multilingual event fields and prepares listings for publication.

• Built a dashboard and three Indian-dialect voice agents for OT readiness, care follow-ups, and appointment booking using Bolna, LiveKit, Cartesia, and Deepgram.
• Designed graph-based agent reasoning and an OCR workflow that analyzes insurance forms for a client serving Indian hospitals.

• Developed and trained 3D U-Net pipelines for deep-learning-based skull implant reconstruction.

• Built a Snowflake-backed Streamlit ingestion platform with 30+ interactive screens and Snowpark workflows.
• Delivered the company website and managed Vercel and Cloudflare deployments.

• Delivered 70+ live Python and ML sessions, reaching 175K+ learners.

• Diplomas in Programming and Data Science; coursework in LLMs, Mathematical Foundations for GenAI, and Software Engineering.

A 1.2B parameter local coding assistant fine-tuned to run offline across CPUs and GPUs.

PyTorch · LoRA · SFT · Ollama · MCP

• Fine-tuned LFM 2.5 with LoRA and scaled SFT context from 4K to 16K.
• Integrated Ollama with Jupyter magic and a VS Code MCP server.

A production multi-agent system that researches repositories and writes personalized GitHub READMEs.

LangGraph · FastAPI · Next.js · GCP · SSE

• Orchestrated Detective, CTO, and Ghostwriter agents with LangGraph and real-time SSE.
• Reached 100+ unique users in 16 hours and deployed on GCP Cloud Run.

A from-scratch LTC network for segmenting 32-dimensional motion time series.

PyTorch · LNN · LTC · Time Series

• Built custom LTC cells and reached 54.6% validation accuracy, outperforming the LSTM baseline by 9.6 points.

A scalable quiz platform with asynchronous jobs, rate limiting, and automated certificates.

Flask · Vue.js · Redis · Celery · PostgreSQL

• Used Redis and Celery for distributed jobs, email workflows, and certificate generation.