I'm a developer and researcher with a deep interest in machine learning, security, game development and full-stack development. My work focuses on building intelligent systems that prioritize both performance and security, particularly at the intersection of quantum-safe cryptography and explainable AI.
Quantum-Safe Hybrid ML
A research project implementing post-quantum homomorphic encryption for machine learning on sensitive datasets. This addresses the growing concern of quantum computing threats to current encryption standards.
Automated Security Code Review
An intelligent tool that uses machine learning, pattern matching, and abstract syntax tree analysis to automatically detect security vulnerabilities in codebases.
BERT Emotion Pipeline
A deep learning system that detects emotions in text using LSTM neural networks, designed for applications in sentiment analysis and human-computer interaction.
Language Detection NLP Pipeline
Multilingual language detection system with comprehensive text preprocessing, tokenization, and classification capabilities.
ML XAI Pipeline
An end-to-end pipeline focused on explainable AI, providing transparency in model decisions through feature importance analysis and interpretable outputs.
University Internship Management Portal
A complete web application built with Node.js, Express, and MongoDB for managing university internship processes, student applications, and administrative workflows.
DBMS Project
Database management system developed with C# and MySQL, demonstrating practical database design and implementation.
MIDITypist
A Windows application that maps MIDI inputs to keyboard actions, enabling musicians and creators to automate workflows and explore new creative possibilities.
Programming Languages
Python, Java, JavaScript, C++, C#, C, Ruby
Machine Learning & AI
TensorFlow, PyTorch, scikit-learn, NLTK, spaCy, LSTM networks, BERT, Explainable AI
Web Development
Node.js, Express.js, HTML/CSS, RESTful APIs
Databases
MongoDB, MySQL, Database Design
Security & Cryptography
Post-quantum cryptography, Homomorphic encryption, Vulnerability detection, Secure coding practices
Tools & Platforms
Git, GitHub, Linux, Windows development
LinkedIn: samuel-joseph-a9049b296