Abde Manaaf Ghadiali
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Senior ML Engineer & Python Developer | AI/ML Enthusiast | Data Science & Analytics | Python | ML Libraries: TensorFlow, PyTorch, Scikit-Learn | FastAPI | React
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Top Repositories
A graph-based personalized news recommendation system using Graph Neural Networks to model user-article interactions for accurate and scalable content suggestions.
A polyglot (Rust/Python/C#) local intelligence engine that bridges the gap between human activity and digital memory. monday-kernel utilizes Windows API hooks to track focus, OpenAI Whisper for live meeting transcription, and a Hybrid GraphRAG architecture (Neo4j + ChromaDB) to provide semantically aware retrieval of personal knowledge.
A comprehensive, interactive Machine Learning pipeline built with Dash and Scikit-Learn. Automates the end-to-end workflow from data cleaning and advanced feature selection to baseline modeling and hyperparameter tuning with Optuna, all within a user-friendly GUI.
A high-performance, interactive portfolio for an ML Engineer & Quantum Researcher. Built with Next.js, Tailwind CSS, and a custom in-browser Quantum CLI.
This project implements a quantum approach using Grover’s search algorithm in Qiskit to solve the graph coloring problem by efficiently identifying valid color assignments through amplitude amplification.
AI-powered tool for detecting spoken languages from audio using machine learning, deep learning, and signal processing techniques.
Repositories
16A polyglot (Rust/Python/C#) local intelligence engine that bridges the gap between human activity and digital memory. monday-kernel utilizes Windows API hooks to track focus, OpenAI Whisper for live meeting transcription, and a Hybrid GraphRAG architecture (Neo4j + ChromaDB) to provide semantically aware retrieval of personal knowledge.
A comprehensive, interactive Machine Learning pipeline built with Dash and Scikit-Learn. Automates the end-to-end workflow from data cleaning and advanced feature selection to baseline modeling and hyperparameter tuning with Optuna, all within a user-friendly GUI.
A high-performance, interactive portfolio for an ML Engineer & Quantum Researcher. Built with Next.js, Tailwind CSS, and a custom in-browser Quantum CLI.
A graph-based personalized news recommendation system using Graph Neural Networks to model user-article interactions for accurate and scalable content suggestions.
This project implements a quantum approach using Grover’s search algorithm in Qiskit to solve the graph coloring problem by efficiently identifying valid color assignments through amplitude amplification.
AI-powered tool for detecting spoken languages from audio using machine learning, deep learning, and signal processing techniques.
A beginner-friendly step-by-step tutorial series to learn quantum computing and programming with Qiskit on IBM Quantum.
Simple Code Snippets for Ease of Use
Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and primitives.
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Detecting AI Generated Text from Human Written Text
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CSCI 6221 - Advance Software Paradigms
A Navigation System that helps a Drone travel safely and efficiently from its Starting Point to its Destination.