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Metaphysicist1/README.md

Hi, I'm Edgar Abasov 👋

Data Science Master's Student @ FH Kiel | Ex-AI Engineer | AWS Certified ML Specialist
Seeking Werkstudent (20 h/week), Internship or HiWi roles in AI Engineering, Data Engineering & ML – hybrid/remote, Greifswald / Berlin area

Former AI Engineer at Bank of Georgia with 2+ years building production chatbots and ML systems.
Specialized in multi-agent architectures, RAG, deployed web apps and real-time data pipelines.
German B2 (speaking) | English C1

🌍 Based in Greifswald, Germany
🖥️ Portfolio
✉️ edgarabasov1@gmail.com 🔗 LinkedIn | Resume


🚀 Currently Building

unimate – AI-Powered Multi-Agent Companion for German University Admissions & Language Exam Preparation (TestDaF / Goethe)
Using LangGraph agents, RAG, LLMs and real German official materials. Live demo coming soon.


🛠️ Skills


🏆 Certifications

  • AWS Certified Machine Learning – Specialty (Feb 2025)
  • Mathematics for Machine Learning and Data Science (DeepLearning.AI)
  • Azure Data Scientist Associate

🔥 Featured Projects

CoverBot – RAG-based LLM Chatbot for document querying
Python • LangChain • Streamlit • Deployed
→ View Repo

Diamond Price Prediction – Production Flask Web App (90% accuracy)
XGBoost • Docker • FastAPI • Live API
→ View Repo

Credit Score Classifier – Loan Default Prediction Web App (92% accuracy)
XGBoost • Streamlit • Deployed
→ View Repo

PneuNet – Medical Image Classification API
PyTorch • FastAPI • Docker • Production-ready
→ View Repo

unimate – AI Agent for German University Admissions & Exam Prep (in progress)
LangGraph • RAG • Multi-Agent • German-focused
→ View Repo

Live Data Retriever Visualizer – Real-time Kafka + Docker pipeline
Kafka • Docker Compose • PostgreSQL • Visualization
→ View Repo


📊 GitHub Stats

GitHub Stats Streak


Connect with me

LinkedIn Portfolio

Open to collaborations and opportunities – feel free to reach out!

Pinned Loading

  1. Credit_Score_Classifier Credit_Score_Classifier Public

    Web App where you can enter customers parameters and get credit scoring result

    Jupyter Notebook 1

  2. Customer_Churn_Classification Customer_Churn_Classification Public

    Predicting Customer Churn in Telecommunication Industry

    Python

  3. Diamond-Price-Prediction Diamond-Price-Prediction Public

    Flask Web application that predicts diamond price

    Jupyter Notebook

  4. CoverBot CoverBot Public

    RAG based chat interface for easy insight Retriviation

    Python

  5. Fine-tuning-NER-for-En Fine-tuning-NER-for-En Public

    Fine-tuning NER using PyTorch

    Jupyter Notebook

  6. Food-Delivery-Analysis Food-Delivery-Analysis Public

    This repository contains a Power BI report that provides insights into food delivery trends