Hey, I’m Shukun
Waterloo MDSAI student shipping agentic AI, from early prototypes to production.
Founder-built AI platforms shipped to production.
An enterprise Agentic RAG platform for technical and SWIFT documentation, with cited answers.
Query rewriting, routing, reranking, evaluation, and web fallback. Retrieval uses BGE-M3, BM25/RRF, CrossEncoder, and graph RAG, with multilingual ingestion and FastAPI/WebSocket serving.
Founder & ML Engineer·Nov 2025 – Present·Toronto, Canada
A production AI video agent that takes a commercial from script to storyboard, image, and video.
LangChain ReAct with 16 tools, Qwen/Wan multimodal generation, and agent memory. Long-running jobs are hardened with Celery, SSE, retries, and tool-loop safeguards.
Founder & ML Engineer·Jan 2026 – Present·Toronto, Canada
A patent and a first-author paper.
Open to AI engineering internships and co-op roles. I design, build, and ship agentic systems from prototype to production.
