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amare1990/README.md

👋 Hi, I'm Amare Kassa

🚀 AI Systems Engineer | AI Agent Engineer | Backend AI Engineer

I design and build production-grade AI systems, specializing in multi-agent architectures, LLM applications, and scalable backend infrastructure.

With a background in Computer Engineering (MSc) and experience as a Lecturer & Department Chair, I now focus on solving real-world problems using agentic AI systems and data-driven platforms.

🧠 What I Do

  • Build AI agents & multi-agent systems for complex tasks
  • Develop LLM-powered applications (RAG, evaluation, orchestration)
  • Engineer scalable backend systems (FastAPI, event-driven architectures)
  • Focus on AI reliability, evaluation, and production deployment

🔧 Tech Stack

Languages:
Python, JavaScript, Java, C, C++

AI Systems & LLMs:
AI Agents, Multi-Agent Systems, RAG, LLM Evaluation, LangGraph, MCP

Backend & Data:
FastAPI, Django, PostgreSQL, MongoDB, DuckDB, SQLite

ML / AI:
PyTorch, TensorFlow, Scikit-learn, Pandas, NumPy

Systems & DevOps:
Docker, API Design, Event-Driven Architecture, Git, CI/CD

🚀 Highlighted Projects

🔹 Data Analytics Agent

Production-grade AI system enabling natural language querying across multiple databases (PostgreSQL, MongoDB, SQLite, DuckDB) using multi-agent orchestration.
Tech: Python, MCP, SQL/NoSQL

🔹 Automaton Auditor

Hierarchical multi-agent system (Detectives → Judges → Chief Justice) for automated repository and document auditing with evidence-based reporting.
Tech: Python, LangGraph, Multi-Agent Systems

🔹 Data Contract Enforcer

Data quality and schema governance system with validation, lineage-based attribution, and automated reporting pipelines.
Tech: Python, Data Engineering

🏆 Highlights

  • 🤖 Built 9+ AI agent systems
  • 📊 Developed 11+ ML/AI projects
  • 🌐 Contributed to 40+ software projects
  • 👨‍🏫 Former Lecturer & Chair of Computer Engineering (5+ years)

💬 Let's Connect

📈 GitHub Stats

Amare's GitHub stats Top Languages

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  1. fraud-detection fraud-detection Public

    Fraud Detection: Credit Card & e-Commerce | ML & DL models (CNN, LSTM) for detecting fraudulent transactions. Includes data preprocessing, EDA, feature engineering & model tracking with MLflow. Bui…

    Jupyter Notebook 1

  2. Car-Reservation-System Car-Reservation-System Public

    Forked from luccamicale/Full-Stack-Capstone-Group

    Car Reservation System is a Full-stack web application developed as a Microverse final capstone project for Module 6. The Front-end is built using React library and the Back-end is built using the …

    Ruby 2

  3. Budget-App Budget-App Public

    Budget App is a mobile application that allows users to manage their expenses. It allows users to create an expense category, add their transaction, see the detail for each transaction, etc.

    Ruby 2

  4. space-travellers-hub space-travellers-hub Public

    Space Traveller's Hub is a web application that allows users to see the rockets and missions from the real data of Space Science Hub. It also allows users to reserve a rocket and cancel a rocket re…

    JavaScript 1 1

  5. air-pollution air-pollution Public

    A web application built using React library and Redux component state management framework that allows users to see the air quality metrics of the city they need, and the air pollution contents of …

    JavaScript 2

  6. XCollege XCollege Public

    College Management System is a web application intended for the management of the college including teachers, students, course, and more. It is not just a web application but also a website. It is …

    Python 1