Adaptive LLM Inference Engine
A project focused on selecting and optimizing language models for resource-constrained devices, with an emphasis on practical performance tradeoffs.
AI/ML • Systems thinking • Optimization
Projects
From model selection on constrained devices to retrieval-assisted document Q&A and platform development, these projects reflect how I build and learn.
A quiet workspace for designing and building ideas into working systems.
Each project is presented with the focus it deserves: what it does, why it matters, and the technical direction behind it.
A project focused on selecting and optimizing language models for resource-constrained devices, with an emphasis on practical performance tradeoffs.
AI/ML • Systems thinking • Optimization
A retrieval-augmented generation assistant that answers questions from academic documents and provides source references.
RAG • Academic tools • Source grounding
Internship work
Software engineering internship work involving an AI-powered website generation platform, with attention to dependable product behavior and shipping usable interfaces.
Platform development • Product engineering • AI workflows
Work style
I enjoy solving technical problems, building practical applications and exploring artificial intelligence. My projects tend to sit where engineering discipline and useful product work meet.
I prefer projects that solve a concrete need and can be explained clearly to someone outside the code.
When AI is involved, I like systems that stay grounded in sources, constraints and product usefulness.
I care about readable interfaces, dependable behavior and a clean handoff from idea to working page or app.
Projects are also a way to document what I am learning and to keep sharpening the way I think through problems.
Get in touch
I am based in Bengaluru, India. If you want to discuss an idea, a collaboration or a technical opportunity, the next step is a message.