Position: ML Engineer/Android developer
Category: Python
English level: upper
Years of experience: 3

Researched and implemented Text To 3D Scene pipeline
Implemented JPEG-like GAN which compresses images better than JPEG
Compressed JPEG-like GAN model to perform on mobile phone (pruning, quantization, spacing, distillation)
• Researched JPEG and H.264/H.265 image/video workflows
• Implemented JPEG-like visual features for GAN image compression
• Compressed model to work on Android devices
• Created several pages of the Android app using Jetpack Compose

• Research and implement Text To 3D Scene pipelines
• Research Geometric Deep learning models to extract 3D objects features
• Feature engineering

• Researched and implemented Human Pose Estimation (2,5d) pipelines
• Feature engineering

• Build RL NN with PyTorch.
• Write some DS projects for the "codefinity.com" educational site.

• Data preprocessing and analysis with scikit-learn and XGBoost,
• Writing SQL queries