Skip to content
View robayedl's full-sized avatar
3 followers · 0 following

Achievements

Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO

Achievements

Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO

Block or report robayedl

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
robayedl/README.md

Typing SVG


LinkedIn Portfolio Gmail

🙋 About Me
💼 Role AI / ML Engineer
📍 Location Sydney, Australia — Open to Relocate
🎓 Education M.AI Computer Vision @ UTS · B.Sc CSE @ EWU
🔭 Focus Agentic AI · Computer Vision · LLM Apps · RAG
🤝 Open to Full-time · Research · Freelance
AI coding animation

🛠️ Tech Stack

AI & Machine Learning

Python PyTorch TensorFlow Keras HuggingFace Scikit-Learn

Computer Vision

OpenCV MediaPipe CNN YOLO CUDA NumPy Pandas

Agentic & LLM

LangGraph LangChain ChromaDB Gemini

MLOps & Backend

FastAPI Docker GitHub Actions ClearML Streamlit Pytest

🚀 Featured Projects

Project What it does Stack
DocuMind Production-grade multi-agent RAG: LangGraph supervisor (Researcher, Synthesizer, Critic), agentic tool calling, hybrid search with RRF and cross-encoder reranking LangGraph · Gemini 2.5 Flash · FastAPI · Postgres · MCP · Docker · RAGAS
SignSync Real-time AUSLAN finger-spelling classifier (99.79% val accuracy) with 30-frame temporal smoothing, embedded live into Jitsi video calls MediaPipe · OpenCV · ANN · Gemini API · React
Plant Health Monitor End-to-end CNN pipeline with ClearML experiment tracking & Streamlit inference UI for real-time disease classification CNN · ClearML · Streamlit · GitHub Actions
F1Racers Autonomous racing agent trained via DQN, PPO & SAC in Gymnasium CarRacing PyTorch · Gymnasium · RL
Traffic Sign CNN CNN achieving 98.45% accuracy on BTSC with augmentation Keras · OpenCV

Pinned Loading

  1. DocuMind DocuMind Public

    Production-grade multi-agent RAG system with a self-correcting LangGraph supervisor (Researcher, Synthesizer, Critic), agentic tool calling, hybrid search, and an MCP server. Built with Gemini 2.5 …

    Python 2 1

  2. jason2134/SignSync jason2134/SignSync Public

    Sign Language Translation with Video Conferencing

    TypeScript 2

  3. asimsantos/thirdaxis asimsantos/thirdaxis Public

    This is a repository for a university project in the scope of class AI Studio. Group Name: "thirdaxis", group members: "Jason, Asim and Ashraf)

    Jupyter Notebook 1

  4. TrafficSignRecognitionUsingCNN TrafficSignRecognitionUsingCNN Public

    A CNN-based Traffic Sign Recognition system using the BTSC dataset. Achieved 98.45% test accuracy with 22,875 augmented images. Implemented grayscale conversion, data augmentation, and a 4-layer CN…

    Jupyter Notebook 1

  5. F1Racers F1Racers Public

    An autonomous car racing agent trained using reinforcement learning algorithms (DQN, PPO, SAC) in the Gymnasium CarRacing-v3 environment. The project evaluates model performance based on rewards, c…

    Jupyter Notebook

  6. asimsantos/universityMS asimsantos/universityMS Public

    [Python] A CLI and GUI Based interactive system for an University. Includes a central database and two users, student and admin.

    Python