Manas Nayak

I am a software engineer focused on building production-quality LLM and GenAI applications, with hands-on experience in Python, PyTorch, and REST services.

At Intel I engineered LLM-driven automation that migrated 100,000+ lines of code and shipped REST services and internal tools, cutting manual validation by 60–80% and enabling multiple teams to self-serve conversions.

As a research associate at DRDO's CAIR I designed multiple GenAI/LLM tools, exposed model calls as REST APIs, and authored latency and accuracy evaluation scripts while participating in Scrum ceremonies with researchers.

I prioritize inference performance, CI/CD integration, and observability (logging/metrics) to deliver reliable, test-covered systems that scale in production environments.