| Fields of Interest | Machine Learning (10+ years), Deep learning (7+ years), Signal Processing, Backend (small projects), Computational Neuroscience (4+ years), MLOps (familiar) |
| Programming Languages | Python (7+ years), MATLAB (10+ years), C++ (small projects) |
| Programming Skills | Git, Test Driven Development (1+ years), Redis, CI/CD (familiar) |
| ML Frameworks | PyTorch (6+ years), TensorFlow (small projects), Scikit-Learn (8+ years) |
| Deep Learning | Classification, Segmentation, Detection, Generative AI (familiar), Quantization, Pruning (familiar), NAS (familiar), Active Learning (familiar), Weak Supervision (familiar), Model Serving (3+ years) |
| Backend Frameworks | Flask (small projects), FastAPI (small projects) |
| Frontend | PyQt (small projects), HTML&CSS (familiar) |
