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ShaiShillo/README.md

Hi, I'm Shai Shillo

Backend-oriented Full-Stack Engineer · Event-driven systems · AI agents in production

LinkedIn Portfolio Email Hugging Face

Detective About Me

Full-stack (backend-oriented) software engineer building distributed, event-driven cloud systems — Kafka, REST APIs, Docker, GCP, AWS. I own services end-to-end, from design to production observability, integrate complex third-party systems, and bring AI agents into production.

  • 🔭 Focus: MCP servers, LangGraph / LangChain agents with Human-in-the-Loop, RAG & vector search, Kafka-based EDA
  • 🛠️ Ship it right: Docker, CI/CD with GitHub Actions, ELK + OpenTelemetry tracing
  • 🎓 B.Sc. Computer Science, H.I.T. — GPA 94.85, cum laude, President's List
  • 🏆 Scholarships: Motorola Solutions "Engineering the Future", Rupin Mentoring, Holon Municipality
  • 💬 Ask me about: agentic workflows, event-driven architecture, taking LLM features from demo to production

💼 Experience

Role Company Highlights
Junior AI Engineer Octopus Systems · 2026 Production MCP server connecting AI agents to enterprise APIs · HITL approval for LangGraph agents · Kafka producer layer + Windmill automation · ELK + OpenTelemetry · semantic analysis engine (LLMs + Zilliz)
Backend Software Engineer Siftt.AI · 2025–2026 AI document-extraction backend from scratch (FastAPI + Google ADK) · Docker on GCP Cloud Run · PostgreSQL / PostGIS with Flyway
Academic Practitioner H.I.T. · 2023–2025 Mentored SE students in Java, OOP design patterns, Git & CI/CD

🚀 Featured Projects

Project Stack Links
KPMG GenAI Agent — Hebrew/English form OCR extraction + retrieval-grounded HMO chatbot; stateless, horizontally scalable Python · FastAPI · Azure OpenAI · Docker Code · Live demo
RAG Monitoring Agent — natural-language querying of security logs with hybrid semantic + metadata search Python · Google ADK · Gemini · ChromaDB · Docker Compose Code · Live demo
ParkerAI — real-time parking-availability prediction Node.js · Python · MongoDB · PyTorch · OpenCV Code
MERN Admin Dashboard — responsive admin dashboard with analytics React · Material UI · Node.js · MongoDB Code
Fitness Training App — workouts, exercise search, progress tracking, API sync Kotlin · Android · MVVM Code

💻 Tech Stack

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📊 GitHub Stats

Contributions in the last year GitHub stats Top languages by commit

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  1. Calorie-Tracker-App Calorie-Tracker-App Public

    A web-based application for tracking daily calorie intake. Built with React, this project showcases a simple and user-friendly UI for adding, viewing, and reporting calorie data. Hosted with GitHu…

    JavaScript

  2. parkingLotsNotifier/classification-server parkingLotsNotifier/classification-server Public

    Python 2

  3. parkingLotsNotifier/cpps-server parkingLotsNotifier/cpps-server Public

    JavaScript 2

  4. parkingLotsNotifier/telegram-bot-gui parkingLotsNotifier/telegram-bot-gui Public

    Python 2

  5. parkingLotsNotifier/API parkingLotsNotifier/API Public

    JavaScript 2

  6. Fitness-Training-App Fitness-Training-App Public

    A Fitness Training App designed to help users create and manage their fitness routines. The app allows users to search for exercises, create custom workouts, track progress, and set workout alarms.…

    Kotlin