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1. RETFound-multidisease-eye-screeningRETFound-multidisease-eye-screeningPublic

   Implementation of the deep learning model RETFound for systemic and ophthalmic diagnoses using CFI images, deployed as a web app for clinical use. Achieves an average accuracy 77% on private datase…

   Python 1

2. PJN-chatbot-mental-health-counselingPJN-chatbot-mental-health-counselingPublic

   Mental health support chatbot built by fine-tuning LLaMA models (2-7b, 3.2-1B, 68m) using LoRA and QLoRA. Covers the full pipeline—from dialogue data preprocessing to training and evaluation (BLEU,…

   Python 1

3. COV-brain-tumor-detectionCOV-brain-tumor-detectionPublic

   Brain tumors detection in MRI images using ML techniques. The code specifically trains and evaluates CNN models (VGG16, EfficientNetB0, MNASNet) and compares their effectiveness.

   Jupyter Notebook 1

4. NAI-pneumonia-detectionNAI-pneumonia-detectionPublic

   Pneumonia detection in X-ray images using three deep learning models: VGG19, ResNet50, and MobileNet.

   Python

5. NER-article-extractorNER-article-extractorPublic

   Demonstration of automated article number extraction from text using Python and NLP (spaCy). Includes data preprocessing (pandas, regex), NER model training, and quality evaluation (F1, precision, …

   Jupyter Notebook

6. BTC-cryptocurrency-clientBTC-cryptocurrency-clientPublic

   Telegram bot for managing a Bitcoin testnet wallet. It supports balance checks, address generation, sending/receiving BTC, and transaction history. The bot interacts with Bitcoin Core via JSON-RPC …

   Java