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Orshimon810/README.md

πŸ‘‹ Hi, I'm Or Shimon

Applied AI Engineer focused on building real-world intelligent systems β€” from medical computer vision to agentic AI architectures.

I specialize in designing end-to-end AI solutions that combine models, data, evaluation, and product thinking.


πŸš€ Featured Projects

🌍 Geopolitical Risk Agent

Decision-grade AI agent for geopolitical and macro-risk analysis

  • Multi-agent architecture (Planner β†’ Analysis β†’ Signals β†’ Structured Output)
  • RAG-powered research workflows
  • Built-in evaluation framework for response quality
  • Scenario reasoning for market impact

Tech: LLMs, RAG, Python, evaluation pipelines

πŸ‘‰ https://github.com/Orshimon810/geopolitical-risk-agent


🦴 Fracture Detection System (Medical AI)

End-to-end computer vision pipeline for detecting fractures in X-ray images

  • Dataset curation and preprocessing
  • Model training and performance evaluation
  • Precision/recall tradeoff optimization
  • Designed for real clinical-use scenarios

Tech: Deep Learning, Computer Vision, Python

πŸ‘‰ https://github.com/Orshimon810/Fracture-Capture


πŸ“± Phone E-commerce Platform

Full-stack commerce system built with product-first thinking

  • Backend APIs and database design
  • Authentication and business logic
  • User-focused interface
  • Production-style architecture

Tech: JavaScript, Web Architecture

πŸ‘‰ https://github.com/Orshimon810/WebApp-Phone-Store


🧠 What I Enjoy Building

  • Agentic AI systems with clear decision utility
  • End-to-end pipelines (data β†’ model β†’ evaluation β†’ product)
  • AI applications that solve real business problems
  • Scalable architectures rather than demo projects

πŸ›  Core Skills

AI / ML

  • LLMs, RAG, Agent Design
  • Computer Vision
  • Model Evaluation
  • Applied Machine Learning

Engineering

  • Python
  • System Design
  • API Architecture
  • Full-Stack Development

🎯 Current Focus

Designing intelligent agents that move beyond text generation into structured reasoning and decision support.


πŸ“« Let’s Connect

If you're building impactful AI systems or exploring applied intelligence β€” feel free to reach out.

Popular repositories Loading

  1. WebApp-Phone-Store WebApp-Phone-Store Public

    JavaScript 2 1

  2. Pneumonia-Classification-by-x-ray Pneumonia-Classification-by-x-ray Public

    Jupyter Notebook 1

  3. geopolitical-risk-agent geopolitical-risk-agent Public

    Python 1

  4. Scrabble-Game Scrabble-Game Public

    Forked from zigelnik/Scrabble

    The famous board game - Scrabble, implemented with JavaFX using MVVM architecture and multi-threaded server-client communication.

    Java

  5. tom-lecturer tom-lecturer Public

    JavaScript

  6. Orshimon810 Orshimon810 Public

    Applied AI Engineer | Agentic Systems β€’ Computer Vision β€’ Full-Stack AI Products