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karimelgazar/README.md

Hi πŸ‘‹..., I’m Karim Elgazar

Founder and AI Engineer focused on building products that solve real problems and scale fast.

I specialize in taking ideas from zero to a fully deployed AI product. My work spans computer vision, LLM systems, multilingual RAG, and production-grade cloud infrastructure. I move fast, build lean, and optimize for impact.

πŸš€ What I Build

  • AI products that deliver value on day one
  • Vision models optimized for real-world latency and accuracy
  • Multilingual RAG systems for high-volume, domain-heavy knowledge bases
  • Full-stack AI apps with clean APIs, modern frontends, and scalable infra
  • Automation systems that replace manual workflows at scale

πŸ—οΈ Flagship Work

AIFatwa.site

Independent product built end-to-end. A multilingual AI fatwa assistant trained on 335K+ fatwas with a custom domain-specific RAG pipeline. 10K+ queries in the first week, fully engineered from data to deployment.

Medical Imaging Platforms

Delivered diagnostic and QC pipelines used in real clinical workflows. From segmentation and classification to automated reporting.

Geospatial AI Systems

High-precision mapping and satellite intelligence tools for large-scale environments. Custom detection, segmentation, and tracking models deployed in production.

Document AI & OCR Engines

Arabic/English OCR systems with layout parsing and structured extraction. Used to automate high-volume document workflows.

⚑ Product Approach

  • Start simple, validate quickly
  • Engineer for scalability early
  • Strip away unnecessary complexity
  • Focus on UX and reliability
  • Build systems that are observable, maintainable, and fast

πŸ”§ Capabilities

AI & Vision YOLO, GDINO, SAM, TensorRT, ONNX, PyTorch, medical imaging, OCR, tracking

LLMs & RAG Multilingual retrieval, reranking, OpenAI/Gemini, HF models, LangChain, scalable pipelines

Product & Backend Python, FastAPI, Docker, microservices, cloud infra (AWS, GCP, Azure)

Frontends for AI Next.js, Chainlit, Flutter Clean, fast UIs for complex AI workflows

πŸ“ˆ Independent Work

  • 117+ completed projects
  • 100+ global clients
  • Currently building niche AI products and infrastructure for startups and founders
  • Proven track record shipping systems people actually use

🎯 Current Focus

  • Building lean AI products with real traction
  • Domain-specific LLMs and retrieval systems
  • Scaling inference on GPU/edge
  • Rapid prototyping for founders and technical teams

πŸ“¬ Contact

If you’re building an AI product and want someone who can handle the entire stack from idea to deployment, reach out.

🌐 Socials:

LinkedIn Stack Overflow YouTube email

πŸ“Š GitHub Stats:

πŸ† GitHub Trophies


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  1. OpenCV-in-Arabic-for-Beginners OpenCV-in-Arabic-for-Beginners Public

    This Repository contains all the files and code used in OpenCV in Arabic for Beginners

    Python 17 19

  2. Computer-Vision-Projects Computer-Vision-Projects Public

    Python 2 1

  3. Project-Euler Project-Euler Public

    Solutions to Project Euler Problems

    Jupyter Notebook 1 3

  4. youtube-downloader youtube-downloader Public

    Youtube Downloader for the blind πŸ‘¨β€πŸ¦― and the sighted 🚢

    Python 4 2

  5. deeplearning_ai_courses_downloader deeplearning_ai_courses_downloader Public

    A Python CLI tool to download courses from DeepLearning.AI, including videos, captions, and reading materials.

    Python 5