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1. yandex-ml-training-4 yandex-ml-training-4 Public

   My solutions from Yandex ML Training 4.0 (Fall 2025). Assignments on reinforcement learning.

   Jupyter Notebook

2. monodepth-reproduction monodepth-reproduction Public

   Monodepth2 rebuilt from the papers - self-supervised monocular depth on KITTI.

   Python

3. yolo-quantization yolo-quantization Public

   YOLOv8 INT8 quantization with TensorRT and C++ inference pipeline for edge deployment.

   C++

4. multistream-vision multistream-vision Public

   Async pipeline ingesting 8 RTSP streams through per-stream dedicated threads, batched YOLOv8n ONNX inference, and a custom CUDA/Pybind11 NMS kernel

   Python

5. aws-pdf-analyze aws-pdf-analyze Public

   Serverless AWS pipeline that extracts structured data from PDFs using Textract + OpenAI, orchestrated via Lambda and Step Functions.

   Python

6. mas-aws mas-aws Public

   Multi-agent RAG + Text-to-SQL system using AWS (DynamoDB, Bedrock), Qdrant, and PostgreSQL - with a Telegram bot interface and streaming API.

   Python