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Marrtiinn/README.md

Hi, I'm Martin Isaac 👋

AI / ML Engineer · Python Automation Developer. I build and deploy end-to-end machine learning applications across Computer Vision, NLP and LLMs, from training the model to shipping a containerised, live demo.

AI & Machine Learning · Currently at EngoSoft · Open to junior AI/ML and software engineering roles

LinkedIn

🛠️ Tech Stack

Python PyTorch TensorFlow scikit-learn Hugging Face LangChain OpenCV FastAPI Docker Streamlit Power BI Git

Areas: Computer Vision (YOLO detection & segmentation) · Arabic NLP (AraBERT / MARBERT) · RAG & LLM applications · Classification & prediction · Model deployment (FastAPI, Docker, Streamlit) · SQL & KPI dashboards

🚀 Featured Projects (all with live demos)

Project What it does Highlights Demo
CloudDesk RAG Customer-support knowledge assistant that answers from a private knowledge base with source citations, and declines when the answer isn't in the docs LangChain · FAISS · FastAPI · Docker · 37 pytest tests · Recall@5 = 0.95 Try it
Arabic Customer-Complaint Classifier Triages Arabic complaints by Category, Sentiment and Priority Fine-tuned AraBERT (Category F1 = 0.958) and MARBERT (Sentiment F1 = 0.941) · FastAPI · Docker Try it
AI Monitor Automates QA audits of Arabic sales calls: transcription, scorecard evaluation and AI coaching feedback Gemini 2.5 Flash · Prompt engineering · RTL Arabic UI · Replaced a fully manual review process Try it
Real-Time Egyptian Currency Counter Detects, classifies and counts Egyptian banknotes from a live webcam feed Custom YOLO11n · ~2,000 images · 12 classes · mAP50-95 = 0.994 Try it

More projects

Project Area Demo
Customer Churn Prediction: Telco dataset, 5 models compared, Random Forest performed best Machine Learning Try it
Vehicles Detection Computer Vision Try it
YOLO Segmentation Deployment Computer Vision Try it
Waste Classification Computer Vision Try it
Construction Safety Computer Vision Try it

📫 Let's Connect

I'm looking for junior AI/ML and software engineering opportunities in Egypt or remote. Reach me on LinkedIn.

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  1. Rag-Project Rag-Project Public

    CloudDesk: RAG support assistant with source citations (LangChain, FAISS, FastAPI, Docker)

    Python

  2. Arabic-customer-service-ai Arabic-customer-service-ai Public

    Arabic complaint triage: AraBERT/MARBERT classifiers for category, sentiment & priority (F1 up to 0.958)

    Python

  3. AI_Monitor AI_Monitor Public

    Automated QA audits for Arabic sales calls with Gemini 2.5 Flash and AI coaching feedback

    Python

  4. Egyptian-Currency Egyptian-Currency Public

    Real-time Egyptian banknote detection and counting with custom YOLO11n (mAP50-95 0.994)

    Python

  5. Customer-Churn-Prediction Customer-Churn-Prediction Public

    Telco churn prediction: 5 models compared, Random Forest selected, Streamlit dashboard

    Jupyter Notebook

  6. yolo-seg-deployment yolo-seg-deployment Public

    YOLO segmentation model deployed as a Streamlit web app

    Python