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1. near-realtime-financial-forecasting-aws near-realtime-financial-forecasting-aws Public

   Near real-time stock price forecasting on AWS. Serverless ingestion, ETL (Glue), sentiment (Comprehend), probabilistic forecasting (SageMaker DeepAR) across two horizons. QuickSight dashboard, emai…

   Python

2. ml-stock-prediction ml-stock-prediction Public

   End-to-end Machine Learning project for financial forecasting. Takes raw OHLC data, generates technical indicators (RSI, Volatility), and trains a model to predict market direction. Includes a back…

   Jupyter Notebook

3. stock-market-simulator stock-market-simulator Public

   A Java-based stock market simulator with GUI, API integration, and user portfolio tracking.

   Java

4. chartvision chartvision Public

   ChartVision: candlestick chart pattern recognition with a CNN and Grad-CAM. Real OHLC data labelled by geometric rules, rendered to candlestick images, classified into 5 pattern classes (baseline C…

   Python

5. drug-ner-interaction-extraction drug-ner-interaction-extraction Public

   Biomedical NLP: drug named-entity recognition and drug-drug interaction extraction, comparing rule-based, classical ML (CRF/SVM/MaxEnt), neural network, and LLM (few-shot + fine-tuning) approaches.

   Python

6. generative-models-verification generative-models-verification Public

   Verification experiments for four generative-model families: autoregressive transformer, beta-VAE, Wasserstein GAN (GP), and ODE flow matching. Each verifies a key theoretical property with labelle…

   Python