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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

Python Developer | ML & DL Practitioner | Backend & AI Integration

About Me

  • Passionate about Python, Machine Learning, Backend, Data Engineering, and their real-world applications.
  • Experienced in building end-to-end ML/DL pipelines with focus on model explainability and scalable deployment.
  • Hands-on with FastAPI Django, Python, SQL, Docker, and AI systems for practical problem solving.
  • Aspiring to bridge backend development and , delivering production-ready, interpretable solutions.

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

Pinned Loading

  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. 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 6

  3. 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

  4. LiverDiseasePrediction LiverDiseasePrediction Public

    A machine learning–based application for early detection of liver disease using patient health parameters. The system preprocesses clinical data, trains a predictive model with scikit-learn, and in…

    Jupyter Notebook