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itstofi/README.md

Mustafa Jweed

AI Lead · AI Engineer · IT Systems Specialist
Nicosia, Cyprus

I build private AI systems, workflow automation, and dependable full-stack products. My work combines applied AI engineering with more than ten years in IT operations, technical support, and systems delivery.

Portfolio · LinkedIn · PrivateRAG AI

What I am focused on

  • Local and privacy-focused LLM applications
  • Retrieval-augmented generation, evaluation, and grounded citations
  • AI agents, workflow automation, and governance
  • Python and TypeScript product engineering
  • Reliable deployment, documentation, and operational support

Selected work

A local document assistant built with FastAPI, Streamlit, Ollama, ChromaDB, and SQLite. It keeps files, embeddings, conversations, and model requests on the host machine while providing workspace-isolated retrieval and inspectable source citations.

Engineering signals: automated tests, static typing, offline RAG evaluation, migrations, Docker, CI, security documentation, and fictional sample documents.

A security-clean reconstruction of my 2024 Computer Engineering final-year prototype. It combines modular WisBlock sensing, RAK4631 firmware, LoRaWAN telemetry, exact 13/15-byte payload compatibility, cross-language decoders, compiled firmware checks, and a sanitized public case study. It is documented honestly as an academic prototype—not a certified life-safety system.

A Next.js and Supabase payment-flow demonstration with an isolated local demo mode, Binance Pay order signing, payment-status tracking, and an administration view. Production-sensitive actions are separated from mock behavior and documented explicitly.

A scheduled Python market scanner that ranks volume and price-action setups, applies explicit risk assumptions, limits duplicate alerts, and sends qualified results to Telegram.

Experience

I currently lead enterprise AI strategy, governance, agent development, and automation at Pnyx Hill, while serving as Senior IT Specialist at Globaltraining / University of Nicosia.

My operational scope includes support for 200+ staff and platform users, Microsoft 365 administration, device lifecycle management, onboarding and offboarding, MFA and access controls, asset tracking, knowledge documentation, and learning platforms. I also build frontend, IoT, and AI systems on a freelance basis.

My earlier work includes technical support, account administration, networking, hardware repair and diagnostics, web platforms, and end-user training.

Tools I use

Area Technologies
AI and automation Python, local LLMs, Ollama, OpenAI API, Google ADK, Hugging Face, n8n
Product engineering TypeScript, React, Next.js, Node.js, NestJS, FastAPI, REST APIs
Data and infrastructure Docker, Linux, GitHub Actions, Cloud Run, SQLite, PostgreSQL
Blockchain and research Ethereum, Solidity, Hyperledger, Polygon, Web3, smart contracts, digital assets
IT platforms Microsoft 365, SharePoint, OneDrive, Active Directory, Jira, Blackboard Ultra, Moodle, TalentLMS, SCORM, Accredible, Engageli
Networking and security MFA, VPN, DNS, DHCP, TCP/IP, access controls, device and asset lifecycle

Languages

English and Arabic fluent · Greek intermediate · German basic

Education

  • MSc, Blockchain and Digital Currency — University of Nicosia
  • BSc, Computer Engineering — University of Nicosia

For the visual project tour and contact links, visit itstofi.github.io.

Popular repositories Loading

  1. nature-facilities-protector nature-facilities-protector Public

    Academic IoT environmental-monitoring prototype with RAK4631 firmware, LoRaWAN payload codecs, tests, and a sanitized case study.

    Python 1

  2. rakwireless-docs rakwireless-docs Public archive

    Forked from RAKWireless/rakwireless-docs

    Open-source documentation center of RAKwireless. The RAK Documentation Center aims to assist every developer, entrepreneur, and enthusiast alike in building their new project and implementing IoT t…

  3. web web Public archive

  4. WEBTEST WEBTEST Public archive

  5. trade-alerts trade-alerts Public

    Scheduled Python market scanner that scores Binance volume and price-action setups and sends risk-calculated Telegram alerts.

    Python

  6. crypto-payment-gateway crypto-payment-gateway Public

    Next.js and Supabase payment-flow demo with Binance Pay signing, mock checkout, status polling, and an admin dashboard.

    TypeScript