"Building AI systems that think, act, and deliver real-world impact."
I'm an AI Engineer & ML Researcher based in Addis Ababa, Ethiopia, specializing in agentic AI systems, large language models, and data-driven solutions. My work spans from building autonomous AI agents to applying ML for high-impact problems across finance and healthcare.
- Actively building multi-agent pipelines, LLM evaluation frameworks, and data intelligence systems
- Applying machine learning and data science to solve real-world problems
- Reading research papers on LLM inference and agentic systems
Core AI / ML
Agentic & LLM Tools
MLOps & Data Engineering
| Project | Description | Stack |
|---|---|---|
| Sales Agent Evaluation Bench | LLM agent evaluation framework for sales workflows | Python, LLMs, Evals |
| data-agent-challenge | Benchmarking autonomous data agents | Python, Agents |
| Document Intelligence Refinery | Intelligent document processing pipeline | RAG, LLMs, FastAPI |
| Fraud Detection | ML-based financial fraud detection system | Python, Sklearn, XGBoost |
| Ethio Medical Data Warehouse | Healthcare data infrastructure for Ethiopia | PostgreSQL, Python, dbt |
| Conditional DDPM | Conditional diffusion probabilistic models | PyTorch, GenAI |
| Medical Diagnosis Expert System | Rule-based expert system for medical diagnosis | Python, Knowledge Engineering |
yosef = {
"role": "AI Engineer & ML Researcher",
"location": "Addis Ababa, Ethiopia",
"currently_building": [
"Agentic AI systems with multi-step reasoning",
"LLM evaluation & benchmarking frameworks",
"Data intelligence pipelines",
],
"exploring": [
"LLM inference optimization",
"Agentic systems research papers",
],
"open_to": "Collaboration on AI agents, ML research & data science"
}