- π I'm currently working on: Finalizing the UCSIT AI Assistant & Results Portalβa decoupled, zero-cost system for UEAS Swat that runs an isolated FastAPI/Python backend alongside a PHP frontend, preventing LLM prompt injections by routing database queries through a hardcoded deterministic API layer.
- π― I'm looking to collaborate on: Advanced multi-modal RAG systems, secure production-grade AI applications, and optimized Computer Vision pipelines that require pushing the envelope of mid-range or local consumer hardware.
- π€ I'm looking for help with: Implementing advanced Role-Based Access Control (RBAC) schemas within PostgreSQL/Supabase to replace global administrative environment keys and streamline multi-tenant security layers.
- π± I'm currently learning: Advanced serverless configurations (specifically tuning the
vercel-phpruntime for hybrid applications), semantic chunking strategies for structural document layouts, and complex database performance optimization. - π¬ Ask me about: Why allowing an LLM direct access to an administrative database is an architectural red flag, how to optimize real-time MediaPipe and OpenCV pipelines using geometric mapping and XNNPACK delegates, or why classical Urdu poetry pairs surprisingly well with a late-night debugging session.
- β‘ Fun fact: When I get bored, I code. And I get bored a lot.
π―
Focusing
AI Engineer
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University of Computing Sciences and Informtion Technology, Swat
- Swat, KPK, Pakistan
- https://huggingface.co/HamzaCodesForU
Highlights
- Pro
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Multimodal-RAG-Framework
Multimodal-RAG-Framework PublicA modular, vision-enabled RAG framework designed for complex document retrieval. Includes a full implementation for a GUI-based AI Study Assistant that parses lectures and diagrams using Tesseract β¦
Python
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