IT Engineer. 6+ years building, training, and deploying models in production.
| Project | Description |
|---|---|
| Deep-Ranking-For-Image-Similarity | Implementation of Google's "Learning Fine-grained Image Similarity with Deep Ranking" |
| Stochastic-Class-Based-Hard-Example-Mining | Stochastic class-based hard example mining for deep metric learning (TensorFlow) |
| thesis-hierarchical-sampling-similarity | Master's thesis — hierarchical sampling for image similarity (PyTorch) |
| Urban_Atlas_Prediction | Land use classification from Google Static Earth imagery with Urban Atlas labels |
| HVAC_Prediction | Room occupancy prediction from environmental sensors (99% accuracy) |
| paint_by_numbers_image_generator | Generates paint-by-number images using color palette optimization |
| strikeradar | Mobile app built with Flutter and Firebase |
Python, PyTorch, TensorFlow, Docker/Kubernetes, Flutter, MATLAB
