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Nawranx/README.md

πŸ‘‹ Hi, I'm Mohamed Nawran Nasar Mohamed

Computer Science Undergraduate | AI & ML Enthusiast | Computer Vision & Data Science Skilled


🎯 About Me

I'm a AI & ML enthusiast and data science student passionate about Deep Learning, Computer Vision, and LLM. My mission: to build intelligent and end-to-end real world solutions like integrated parking systems to agentic RAG platforms and YOLO & Machine Learning Models

Current Focus: AI/ML Engineering β€’ Data Science & Analytics β€’ MLOps β€’ RAG β€’ LLM


πŸ› οΈ Top Skills & Technologies

πŸ’» Languages

Python C Java SQL R PHP HTML/CSS Dart

πŸ”¬ Machine Learning & Deep Learning

Supervised/unsupervised learning, neural networks, fine-tuning

Python PyTorch TensorFlow Keras Scikit-learn XGBoost

πŸ‘οΈ Computer Vision

Real-time detection, image classification, biometric analysis

OpenCV YOLOv8

πŸ€– AI & RAG Systems

Agentic frameworks, vector databases, LLM integration

LangChain ChromaDB Groq Llama SentenceTransformers

πŸ“Š Data Science

EDA, feature engineering, time-series forecasting

Pandas NumPy NLTK SHAP Tableau Power BI Matplotlib Seaborn

βš™οΈ MLOps & Engineering

Model deployment, system architecture, API development

Flask FastAPI Streamlit Node.js Firebase GCP Docker Git GitHub Jupyter VS Code


πŸ“Š GitHub Stats

GitHub Stats

Top Languages


πŸš€ Flagship Projects

πŸ…ΏοΈ Integrated Smart Parking System - DriveInSight

Real-time smart parking platform integrating YOLOv8 for sub-second slot detection and XGBoost for time-series availability forecasting. Features cross-platform Flutter mobile app with last-mile navigation and robust Flask backend with Streamlit dashboard.

Tech Stack: Python, YOLOv8, PyTorch, OpenCV, Dart, SQL, XGBoost, REST API, Firebase, GeoFire, Google Maps SDK, Flutter, Streamlit

View Repository


πŸ€– ExamForge - Multimodal RAG Exam Assistant

An intelligent PDF assistant driven by Multimodal RAG and Groq's ultra-fast LLM inference that enables users to chat with their PDF documents and automatically generate comprehensive exam questions from study materials.

Tech Stack: RAG, Python, LangChain, FAISS, Groq API (Llama-3), SentenceTransformers, Streamlit, PyPDF, ReportLab

View Repository


🧠 GeoForget - Riemannian Machine Unlearning

A cutting-edge Riemannian framework for safe machine unlearning. Uses the Fisher-Rao metric to guide parameters along the "safe" data manifold, strictly preserving utility on remaining data while surgically erasing target classes via adversarial optimization. Superior to Euclidean L2 baselines.

Tech Stack: Python, PyTorch, Differential Geometry, Optimization

View Repository


✍️ ScribeScan - Professional Handwriting Recognition

ScribeScan is a sophisticated web application that leverages deep learning to automatically identify student IDs from handwritten document submissions. It bridges the gap between analog handwritten assessments and digital record-keeping, enabling educators to instantly attribute authorship to handwritten papers without manual verification.

Tech Stack: Python, TensorFlow, Keras, OpenCV, Flask

View Repository


πŸ… Highlights

  • πŸ† Hult Prize National Finalist - AquaSense Project (2025)
  • πŸ€– Building agentic RAG systems & real-time AI applications

πŸ”¬ What I'm Currently Exploring

  • 🧠 Advanced Diffusion Models & Generative AI
  • 🌐 Domain Generalization in Computer Vision
  • πŸ“‘ Large-Scale MLOps & Model Deployment
  • πŸ”— Multi-Agent AI Systems & Orchestration

πŸ“« Let's Connect!

GitHub LinkedIn Email


🌟 If you found my work interesting, consider giving it a ⭐!

Pinned Loading

  1. FYP--Integrated-Parking-System- FYP--Integrated-Parking-System- Public

    DriveInSight is an integrated smart parking system that combines machine learning-based availability prediction, real-time computer vision detection, and slot-level navigation into a single unified…

    Jupyter Notebook 2 1

  2. DomainBed-Orthogonal-Enhanced DomainBed-Orthogonal-Enhanced Public

    Forked from facebookresearch/DomainBed

    DomainBed is a suite to test domain generalization algorithms

    Python

  3. GeoForget GeoForget Public

    Forked from AnseedX/GeoForget

    A Riemannian framework for safe machine unlearning. Uses the Fisher-Rao metric to guide parameters along the "safe" data manifold, strictly preserving utility on remaining data while surgically era…

    Python

  4. ScribeScan_Professional-Handwriting-Recognition ScribeScan_Professional-Handwriting-Recognition Public

    Forked from naseermohamedafrath001/ScribeScan_Professional-Handwriting-Recognition

    ScribeScan is a comprehensive web-based application designed to identify student IDs from handwriting samples using Deep Learning. This project provides a bridge between traditional handwritten wor…

    Python

  5. ExamForge-Multimodal-RAG-Exam-Assistant ExamForge-Multimodal-RAG-Exam-Assistant Public

    An intelligent PDF assistant powered by Multimodal RAG and Groq's ultra-fast LLM inference that enables users to chat with their PDF documents and automatically generate comprehensive exam question…

    Python

  6. Music-Popularity-Prediction-Clustering-Analysis-Using-ML Music-Popularity-Prediction-Clustering-Analysis-Using-ML Public

    Jupyter Notebook