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Abel5173/README.md
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AI & Data Science Banner

Hi there, I'm Abel Zeleke

Abel5173 GitHub Badge

🧑‍💻 About Me

I'm a passionate Generative AI Engineer and Data Scientist with expertise in building intelligent solutions that bridge the gap between cutting-edge AI research and real-world applications. Currently working at CBE, I specialize in developing enterprise-grade AI systems, RAG architectures, and full-stack ML applications.

  • 🔭 Currently Working On: Enterprise RAG AI Assistant & Credit Risk Models
  • 🌱 Learning: Advanced LLM Fine-tuning & MLOps on Kubernetes
  • 👯 Open for Collaboration: Generative AI projects and innovative ML solutions
  • 💬 Ask me about: Python, PyTorch, Hugging Face, RAG systems, ML deployment
  • 📫 Reach me: abelzeleke5173@gmail.com
  • ⚡ Fun fact: I automate everything that can be automated!

🎯 What I'm Up To Now

🚀 Current Projects

  • CBE RAG AI Assistant - Enterprise conversational AI
  • Credit Risk Modeling - Advanced ML for financial assessment
  • LLM Fine-tuning Pipeline - Custom model optimization
  • AI File Organizer - Intelligent document classification

📈 Focus Areas

  • 🤖 Generative AI & Large Language Models
  • 🧠 Retrieval-Augmented Generation (RAG)
  • 📊 Financial ML & Risk Analytics
  • 🔄 MLOps & Production Deployment

🛠️ Technical Arsenal

🧠 AI/ML & Data Science

Python PyTorch Hugging Face scikit-learn Pandas NumPy Jupyter OpenAI

🚀 Backend & APIs

FastAPI Flask Node.js Express.js

🎨 Frontend & Full-Stack

React TypeScript JavaScript Angular HTML5 CSS3

🗄️ Databases & Storage

PostgreSQL Oracle MongoDB Redis Pinecone

☁️ DevOps & Cloud

Docker Kubernetes Linux Git GitHub Actions

🚀 Featured Projects

🤖 CBE RAG AI Assistant

Enterprise conversational AI system

  • Built with Python, Hugging Face, FastAPI
  • Advanced retrieval-augmented generation
  • Production-ready ML pipeline
  • Real-time query processing

Python FastAPI HuggingFace

📊 Fraud Detection System

AI-powered financial security

  • Machine learning for anomaly detection
  • Real-time transaction monitoring
  • Enterprise-grade accuracy
  • Scalable architecture

Python scikit-learn Docker

💳 Credit Risk Modeling

Advanced financial risk assessment

  • Sophisticated ML algorithms
  • Feature engineering & selection
  • Model interpretability
  • Production deployment ready

Python Jupyter Pandas

📈 Stock Sentiment Analysis

NLP-powered market insights

  • Real-time sentiment analysis
  • Financial news processing
  • Market trend prediction
  • Interactive visualizations

Python NLP Jupyter

🤖 Telegram AI Bot

Intelligent conversational agent

  • Natural language processing
  • Multi-function automation
  • User interaction optimization
  • Scalable bot architecture

Python Telegram AI

📁 ML File Organizer

AI-powered file management

  • Intelligent content classification
  • Automated organization system
  • Machine learning optimization
  • User-friendly interface

Python ML Automation

💼 Professional Experience

🏢 Data Scientist

Commercial Bank of Ethiopia

  • Enterprise AI/ML projects
  • Credit scoring systems
  • HR chatbot development
  • RAG assistant implementation

💻 Freelance ML Engineer

Independent

  • Kaggle competition winner
  • LLM fine-tuning specialist
  • Custom ML solutions
  • AI consulting services

🚀 Software Engineer

Full-Stack Development

  • AI file organization systems
  • Production ML applications
  • Telegram bot automation
  • End-to-end solutions

🏆 Certifications & Achievements

Kaggle AI Bootcamp Red Hat Huawei ICT ALX Software Engineering

🎓 Education: Software Engineering BSc (GPA: 3.69/4.0)

📊 GitHub Analytics

🤝 Let's Connect & Collaborate

💼 Professional

LinkedIn Portfolio

📧 Contact

Email GitHub

🎯 Collaboration

Open Source Mentoring

💡 "Building the future with AI, one algorithm at a time"

Open for exciting opportunities in Generative AI, ML Engineering, and Data Science!

Pinned Loading

  1. fintech-review-analytics fintech-review-analytics Public

    Jupyter Notebook

  2. Fraud-Detection-Ecommerce-Banking Fraud-Detection-Ecommerce-Banking Public

    Jupyter Notebook

  3. ml_file_organizer ml_file_organizer Public

    Python

  4. telegram_AI_responder telegram_AI_responder Public

    Python

  5. tenx-stock-sentiment-analysis tenx-stock-sentiment-analysis Public

    Jupyter Notebook

  6. time-series-forecasting-portfolio-optimization time-series-forecasting-portfolio-optimization Public

    Jupyter Notebook