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1. reinforcement-learning reinforcement-learning Public

   This project implements a Deep Q-Network (DQN) reinforcement learning agent to trade multiple stocks simultaneously. Using historical data from Apple (AAPL), Motorola (MSI), and Starbucks (SBUX), t…

   Jupyter Notebook

2. DataEngineering DataEngineering Public

   Automated YouTube Analytics ELT Pipeline — Fetches video stats from the YouTube Data API, loads them into a PostgreSQL data warehouse, and validates data quality using Soda. Orchestrated with Apach…

   Python

3. ReplicatingVITPaper ReplicatingVITPaper Public

   From-scratch PyTorch replication of the Vision Transformer (ViT-Base/16) — Implements patch embeddings, multi-head self-attention, and transformer encoder blocks directly from the Dosovitskiy et al…

   Jupyter Notebook

4. FoodVision FoodVision Public

   Food image classifier using EfficientNet-B0 transfer learning — Recognizes pizza, steak, and sushi with 85.6% test accuracy in just 5 epochs (~19s on GPU). Frozen ImageNet backbone with a custom dr…

   Python

5. Disaster-Risk-Monitoring Disaster-Risk-Monitoring Public

   Flood-area segmentation from Sentinel-1 SAR imagery — UNet/ResNet-18 trained with NVIDIA TAO Toolkit, exported to TensorRT, and served via Triton Inference Server. Includes a real-world case study …

   Python

6. ImageSegmantationUnet ImageSegmantationUnet Public

   Oxford Pet image segmantation project

   Python 1