I build AI systems that actually run in production.
Currently focused on applied ML/DL, system design, and real-time intelligence pipelines, especially where models meet high-throughput backend systems.
- Applied AI and ML systems
- Model deployment and inference optimization
- Distributed and low-latency systems
- Bridging research ideas with real-world systems
Python, PyTorch, backend frameworks, PostgreSQL, Redis, Docker
(Everything else is situational.)
I like building things that scale, break, and then get fixed properly.
Most of my work sits somewhere between ML research and production engineering.
- Email: kumarpragay@gmail.com
- LinkedIn: https://www.linkedin.com/in/pragay-kumar-56b97116b/
Still figuring things out. Just doing it on slightly harder problems now.


