I'm a machine learning developer focused on deep learning and computer vision.
I like training models, breaking them, and figuring out why they broke.
My current focus is PyTorch and TensorFlow, especially vision pipelines and model optimization.
I compete on Kaggle to test ideas against real datasets and real leaderboards.
I also build the systems around models: backends with Django and Go, data with PostgreSQL,
and deployments with Docker, Kubernetes, AWS and Azure.
Outside of ML, I tinker with Linux, shell scripting, and the occasional Arduino project.
Languages
ML, Frameworks and Libraries
Infrastructure and Tools
- LinkedIn: Nikhil Kumar
- Kaggle: fnxdoom
- Instagram: nikhil_k.u.m.a.r_
Train models. Break them. Fix them. Repeat.


