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4waiz/README.md

🧭 About me

I'm a software engineer at EDGE in Abu Dhabi and I lead Kanban Studios. I build applied AI, robotics, digital twins and games, and I like taking a prototype all the way to software people can actually use.

Now Where
Software Engineer, Industry 5.0 & Emerging Technologies EDGE · BRIDGE · since Nov 2025
Leading the studio: software and AI for UAE businesses, plus Team Kanban, its hackathon squad Kanban Studios
BSc Software Engineering · undergraduate researcher Al Ain University
Global AI Delegate to the UAE Global Alliance for AI · since Jun 2026
Organiser, DevFest Abu Dhabi 2026 Google Developer Groups Abu Dhabi
Certified Innovator (VIA26) and Certified Trainer Google for Education

🛠️ Selected work

Project What it does Built with Status
Kanban Agents No-code 3D office playground for designing and running Gemini-powered agent teams Three.js · WebGPU · React Flow · Gemini Live
IntentGate Z Gateway on IBM LinuxONE that checks AI agent actions against signed human intent IBM LinuxONE · Telum NNPA · React · Three.js IBM Z Datathon 2026
AeroHalo Predictive airside safety: flags vehicle-to-aircraft collisions seconds before they happen React Three Fiber · edge AI · computer vision · Arduino UNO Q 🥇 INSPIRE ’26
DAPPER Deadline-aware scheduler placing each robot perception frame on board, at the edge or both Python · edge offloading · pytest 📄 IEEE FMEC 2026
Encirra Digital twin that simulates cascading power-water failures and verifies safer urban recovery plans pandapower · EPANET (WNTR) · React Three Fiber IEEE NEECON 2026
AquaTwin Physics-informed digital twin recommending safety-checked operating strategies for desalination plants Next.js · gradient-boosted trees · conformal prediction KU × UNESCO Water Hackathon
CONTINUA Predictive connectivity prototype keeping a rover's control, telemetry and video alive across networks TypeScript · Next.js · Python · network simulation EDGE Challenge ATP2026
Rafeeq Autonomous TIAGo Pro robot that finds, grasps and delivers library books in simulation ROS 2 · TIAGo Pro · Python · Docker Emirates Robotics Competition 2026
BeBTR On-device computer vision that coaches exercise form and flags injury risk live computer vision · pose estimation · on-device AI 🥇 Smart Health Hackathon
KanDelta Shows brands and creators where video audience response outpaces creator supply Next.js · TypeScript · Oriane 🥇 Oriane × Replit
The Twelfth Stamp Psychological horror across eleven countries, playable in a browser, on Quest 3 or in PC VR Unity 6 · C# · WebXR · OpenXR Play on itch.io
SKYFOLD Nonviolent puzzle-adventure for PC and Quest 3 VR about repairing a miniature coastal city Unity 6 (URP) · OpenXR · C# PC · Quest 3

Every build, ranked by complexity, with demos and videos: kanbanstudios.com/awaiz

🏆 Results

22 competition wins by my own count across 30+ hackathons. These are the documented ones.

Result Event Build
🥇 1st place AI Everything Abu Dhabi Hackathon · Alibaba Cloud, Qoder & ZAKA · Oct 2026 UnderGrid
🥇 1st place INSPIRE ’26 Arduino UNO Q Hackathon · IEEE SSCS AUS · University Track, 100+ teams · Sep 2026 AeroHalo
🥇 1st of 48 teams Oriane × Replit Hackathon · with Team Kanban · Sep 2026 KanDelta
🥇 1st place Replit × IEC Buildathon · MBZUAI Incubation & Entrepreneurship Center · Jun 2026 Starkz AI
🥈 2nd place Safe AI Cup 2026 · University of Dubai · University Track · Jun 2026 BridgeLab AI
🥈 2nd place Universities Hackathon: Farm to Market · Ministry of Climate Change & Environment · Apr 2026 SooqRoot
🥇 1st place Smart Health Hackathon · Department of Health Abu Dhabi & startAD · AED 20,000 · Apr 2025 BeBTR
🥇 1st place CTRL Game Jam · Abu Dhabi Gaming · AED 30,000 · Nov 2024
More documented results and recognitions
Result Event Build
🥉 3rd place Cyberthorn 2026 · Creative Lab, BITS Pilani Dubai · Oct 2026 AURO/GEN A30
🎬 Best Film Award AI Microfilm Challenge Dubai 2026 · UAE AI Builder Community & Vidu AI · Oct 2026 No Rush
🏆 Winner Hult Prize 2026 · university round EcoLens AI
🥉 3rd place c0mpiled-2 UAE Hackathon · Transpose Platform at Yas Marina Circuit · Feb 2026 DeedFlow
🥇 1st place Heritage Innovation Hackathon · Al Ain University & Sandooq Al Watan · Nov 2025 Heritage Pearl Quest 3D
🌟 Most Promising Idea NASA Space Apps Challenge Dubai 2025 · international nominee · Nov 2025 Meteor Madness
🥇 1st place EDGE Industry Challenge 2025 · Make it in the Emirates · May 2025 FalconPatrol AI
🥉 3rd place Digital Transformation Hackathon · Zayed University with Dubai Customs · Feb 2025 DocuMaster
🏆 Best Overall Game UAE Game Makers Game Jam 2024 · Endless Studios, Tawazun Council & SPACE42 · Oct 2024 Falcon’s Odyssey
🎖️ Top 16 JetBrains × 42 Abu Dhabi Student Hackathon · Oct 2026 PluginFence
🎖️ Top 12 BitNBuild UAE by GDSC · Sep 2026 OverSight
🎖️ Finalist Global Build Challenge · Bridge the Gap track · Apr 2026 Common Ground
🎖️ Top 170 of 4,710 Create Apps Championship · Dubai Chamber of Digital Economy · Feb 2026 XPBridge

📄 Research

  • Keeping Engineers in the Loop: Explainable Requirement Defect Screening Across Software Requirements Specifications
    IEEE HCARE 2026, co-located with RE’26 in Montréal · published · with Mohammad Umer, supervised by Dr Khubaib Amjad Alam
    9,165 requirements screened: 0.855 accuracy and 0.891 macro-F1, with explanations an engineer can check.
    Paper · Reproducibility package

  • DAPPER: Deadline-Aware Edge Perception for Mission-Critical Robots under Dynamic Network Conditions
    IEEE FMEC 2026, the 11th Conference on Fog and Mobile Edge Computing · accepted · with Dr Khubaib Amjad Alam
    Places each robot perception frame on board, at the edge or both, to meet its deadline.
    Project page · Code

🧰 Toolbox

Python, TypeScript, JavaScript, C#, Dart, C++
PyTorch, TensorFlow, scikit-learn, OpenCV, FastAPI
React, Next.js, Svelte, Three.js, Tailwind CSS, Node.js
Unity, Blender, Flutter, ROS, Raspberry Pi, Arduino
Docker, Kubernetes, Azure, AWS, Cloudflare, Vercel, Supabase, PostgreSQL



LangChain RAG Gemini API Hugging Face MLOps ROS 2 Digital twins WebXR and OpenXR

📈 Activity

GitHub contribution streak A snake eating the contribution graph

🤝 Let's build something

I'm open to conversations with engineers, researchers, founders and teams working on applied AI, robotics, digital twins and Industry 5.0, especially products that need to ship, not just demo.

Portfolio Connect on LinkedIn Email



Thanks for stopping by. Let's build something useful.

Pinned Loading

  1. CiteGuard-RAG CiteGuard-RAG Public

    Claim-level audit toolkit for RAG answers: flags unsupported, contradicted and mis-cited claims

    Python 2

  2. AeroHalo AeroHalo Public

    Predictive airside safety dashboard: live 3D apron simulation that forecasts aircraft-stand collisions

    TypeScript 1

  3. 12th-Stamp 12th-Stamp Public

    Survival-puzzle horror game for Quest 3 (PC VR), desktop and WebXR, made in Unity 6 for the SHIFT Game Jam

    C#

  4. Dapper Dapper Public

    Deadline-Aware Edge Perception for Mission-Critical Robots under Dynamic Network Conditions

    Python

  5. IntentGateZ IntentGateZ Public

    Intent-aware gateway that allows, challenges or blocks AI-agent actions, running on IBM LinuxONE

    Jupyter Notebook

  6. kanban-agents kanban-agents Public

    No-code 3D playground to design and run multi-agent AI teams in a Three.js office, using Gemini (BYOK)

    TypeScript