Projects
Selected Projects
Predictive Crowd Flow System
- Multi-camera CV pipeline for density estimation
- Focus on scalability and inference efficiency
- Built with PyTorch and custom evaluation tooling
Systems & ML Experiments
- Custom training loops and evaluation harnesses
- Experiments on loss shaping and data regimes
- Performance profiling and optimization
(GitHub links available on request / profile)