Samiksha User

Computer Science Engineerand full-stack developer who's spent the last year building things that go into production, not just staying in a Jupyter notebook.

I freelance as a developer for Thirsty Crocodile, a Goa-based beverage brand, where I independently scoped, built, and shipped their full e-commerce platform — React frontend, ASP.NET Core backend, Razorpay payments, Docker deployment — while managing the client relationship directly from requirements to launch.

I'm especially drawn to the LLM/AI engineering side of software: I've architected a 3-agent LLM pipeline for automated project planning (Plan AI), integrated AI code-completion into a real-time collaborative editor, and built a controlled benchmarking pipeline comparing open-source language models on local hardware — diagnosing a 14x throughput gap between models by correlating GPU memory allocation with generation speed.

I care about the difference between a demo and a system that actually works under real constraints — real client deadlines, real inference calls, real debugging at 11pm. I'm graduating in August 2026 and looking for AI/ML engineering roles where I can keep doing exactly that.