Generative AI &
Scalable ML Systems
"I don't optimise models. I ask why the problem exists in the first place — then build something that makes it irrelevant."
Three years deep into AI — not as a spectator, but as someone who has shipped production systems, won hackathons, and consistently found the edge between what a model can do and what a product should do. Mumbai-based, globally minded.
Systems Thinker
Every product starts as a question: where does complexity actually live? I trace it upstream — to data, to architecture, to the assumptions baked into the brief — before writing a single line.
→Builder Mentality
Ideas without execution are noise. I ship. Prototypes that breathe, pipelines that hold under pressure, interfaces that feel inevitable — not assembled, but considered.
→Research-Driven
I read papers the way other people read news. The gap between what academia publishes on Monday and what production systems run on Friday is where I work.
→Currently: final year. Obsessively: always.
What I Build
Making machines think.
- Multi-agent orchestration with LangGraph
- Production RAG pipelines (ChromaDB, FAISS)
- Custom LLM fine-tuning & prompt engineering
From idea to shipped product.
- FastAPI / Flask backends with AI inference layers
- React & Next.js frontends wired to ML models
- Database design — SQL, NoSQL & vector stores
Beauty meets function.
- High-converting landing pages & portfolio sites
- Brand identity — logos, posters, social content
- Motion graphics & short-form video editing
videos sourced from pinterest
Competitive
Artemis Hackathon
Healthcare portal — automated bookings, BMI trackers, emergency geolocation.
Tata STRIVE Code Odyssey
LLM concept-ranking pipeline — evaluating pitches via audio transcription & OCR.
Leadership & Community
Vyom is one of the most reliable team members to have. Curious, adaptive and most importantly taking the time to align with the outcome. Great work ethics and with potential to crack the code.
Rishabh Kapoor
Founder, AGenC.ai
Vyom has shown immense technical caliber and efficiency during the course of the internship. His immense knowledge and skills have proven to be a huge asset and have helped progress the project development cycle rapidly during the tenure of this internship.
Dr. Sumit Majumdar
Professor, University of Texas at Dallas
Whether you're looking for an AI engineer, an architectural visionary, or just want to discuss the implications of AGI over coffee. My inbox is always open.