Machine Learner Developer

My position: Junior+ ML Developer in AMD ML Department. Spheres of related work: 1. LiDAR data (upscaling, mean error distance 0.398, intensity 0.0967) 2. Image upscaling 3. Background removing (video, MOGs, KNNs, Optical Flow, CNN) 4. Images embeddings (construction of n-dens space, encoders) 5. Object detection 6. Action recognition 7. Explainable AI (feature visualization, activation maps, class activation maps, etc.) 8. Infrastructure for ML projects (WEB, containers, Unix, DataBase) Related general frameworks and libs: 1. PyTorch 2. PyTorch Lightning 3. OpenCV 4. Tensorflow 5. NumPy 6. Docker 7. Git 8. Jupyter Notebook 9. Fluently reading of scientific pages, writing documentation, speaking External Experience: 1. There is the experience of leading interns 2. ̶З̶н̶а̶ю̶ ̶ш̶т̶у̶к̶ ̶2̶0̶ ̶д̶е̶д̶о̶в̶с̶к̶и̶х̶ ̶а̶н̶е̶к̶д̶о̶т̶о̶в̶ Soft Skills: 1. Easy hitting off 2. Overall growth (music, art, sport, etc.) 3. Leadership 4. Explanation with simple words 5. Easy performances, speeches 6. Responsibility