ASWIN A V

I've built AI products including Catalyst Scout v2, an AI recruiting SaaS with multi-provider LLM routing, a trust-first BYOK model, and a simulation architecture designed to evolve from AI candidates to human participants without a system rewrite.

I shipped Rocky, a persona-driven AI agent with a five-step reasoning and critique loop, and designed Protocol-314 as an ADHD-friendly Python learning platform with mission-based progression and dual validation. My work spans product specifications, system architecture, API schemas, error-state UX, LLM integration, and deployment across Next.js, FastAPI, Supabase, Docker, HuggingFace Spaces, and Vercel.

At Deccan AI, I evaluated RL training data, designed spatial-reasoning prompts, benchmarked multi-model outputs, and documented data-quality issues across concurrent projects.

I'm finishing an MSc in Chemistry at IIT Hyderabad while bringing research-grade data analysis, structured experimentation, and a design eye to early-stage AI product building.