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MCA Student
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MCA Student
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Amaan-developpeur/README.md

Hi, I'm Mohammed Amaan

Final-year MCA | ML & DL Practitioner | Computer Vision

About Me

  • Final semester MCA student.
  • Passionate about Machine Learning, Deep Learning, and their real-world applications.
  • Strong foundation in Python, ML/DL algorithms, neural networks, and model explainability.
  • Interested in building scalable, interpretable ML systems — beyond basic pipelines.

Tech Stack

Core Languages & Libraries

Python NumPy Pandas Matplotlib Seaborn Jupyter

Machine Learning

scikit-learn SHAP

Deep Learning

TensorFlow Keras Custom CNNs ResNet MobileNet Inception U-Net

NLP & LLMs

Transformers sentence-transformers Ollama RAG

Computer Vision

OpenCV

🌐 APIs & Dev Tools

FastAPI Docker Git GitHub GitHub Actions

Currently Exploring

  • Retrieval-Augmented Generation (RAG) with local LLMs
  • LangChain & agent-based pipelines

GitHub Stats

🔗 Connect With Me

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  1. FinancialQA-Assistant FinancialQA-Assistant Public

    A lightweight, local Retrieval-Augmented Generation (RAG) system for domain-specific Q&A over financial documents. Uses pdfplumber for PDF parsing, sentence-transformers for dense retrieval, and op…

    Jupyter Notebook 4

  2. HeartPredictionAPI HeartPredictionAPI Public

    A machine learning-powered REST API for predicting the presence of heart disease based on patient clinical data. Built using FastAPI and Dockerized for easy deployment. The final model uses a tuned…

    Jupyter Notebook 4

  3. fundus-image-disease-classification fundus-image-disease-classification Public

    Deep learning pipeline for classification of Cataract, Diabetic Retinopathy, Glaucoma and Normal using fundus images

    Jupyter Notebook 5

  4. WeatherPredictionAPI WeatherPredictionAPI Public

    WeatherPredictionAPI : A full-stack machine learning system that predicts temperature using historical and real-time weather data. The project includes data collection, feature engineering, model t…

    Jupyter Notebook 3