A catalogue of software engineering projects spanning machine learning, full-stack development, and creative computing. Filterable, sortable, and indexed for browsing.
Production-grade multimodal RAG platform processing PDFs, images, audio, and video in real time. Hybrid vector / graph / keyword search; JWT + RBAC; automated CI/CD; supports 500+ concurrent users at 99.5% uptime.
BIT classifier with multi-layer defence architecture for prompt-injection detection in multi-agent LLM systems. Achieved 96% reduction in false-positive rate (40.2% → 1.5%). Input sanitisation, semantic analysis, agent-level isolation.
AI-powered question generation tool reducing educator content-creation time by 60%. Piloted across 15+ institutions. Next.js SSR frontend with JWT auth; NLP pipeline using NLTK/spaCy for context-aware question synthesis.
Architected RAG-powered platform for 1,000+ students globally with ChromaDB + Cohere re-ranking, real-time WebSocket chat, and i18n across 4 languages with RTL.
NLP applications using Google BERT for quiz generation and text summarisation, accelerating content creation by 50%. RESTful APIs and React analytics dashboard.
Tutored 100+ students at BMCC in Python, data structures, algorithms, and calculus. Led weekly group sessions; raised average quiz scores by 15%.