Keshav Nayak

I built Offerly, an AI career copilot and resume intelligence platform, end-to-end as a solo engineer using Next.js, TypeScript, FastAPI, PostgreSQL, Supabase, and Claude. I designed its LLM pipeline for resume parsing, ATS-style scoring, and tailored resume generation, while owning product architecture, authentication, APIs, prompts, and UI iteration.

I also built CardioVision from a research notebook into a production-style real-time inference service, training an EfficientNet cardiovascular-risk model that achieved 89.9% accuracy and 0.944 AUC. Earlier, at Manipal Institute of Technology's Computer Vision & NLP Lab, I independently developed an end-to-end ML pipeline for automated question generation and translated experimental results into clear engineering takeaways.