Expertise Grid
Skills & Certifications
A full-stack AI toolkit — from real-time computer vision pipelines to fine-tuned language models, built and battle-tested in production.
👁️Computer Vision
Real-time detection, depth estimation & tracking
YOLO1195%
Depth-Anything V288%
OpenCV92%
Multi-Camera Tracking85%
3D Pose Estimation87%
Thermal Imaging80%
ByteTrack83%
Object Detection96%
🧠LLMs & Gen AI
RAG, fine-tuning & multi-agent orchestration
RAG Systems90%
LoRA Fine-tuning85%
Multi-Agent Systems82%
Prompt Engineering93%
LangChain88%
Vector Databases80%
TinyLlama / LLMs84%
Gradio91%
⚙️ML Foundations
Supervised LearningUnsupervised LearningRecommender SystemsNeural NetworksFeature Engineering
5+
CV Systems
3+
LLM Projects
4
Certifications
2+
Internships
🛠️Frameworks & Tools12 tools
🔥PyTorch
🧠TensorFlow
⚡Ultralytics
🤗Hugging Face
🔗LangChain
🎛️Gradio
🐍Python
👁️OpenCV
🚀FastAPI
📐NumPy
🐼Pandas
📊Matplotlib
Certifications & Recognition
📜
Certification2024
ML Specialization
Andrew Ng · Coursera
Supervised, Unsupervised & Reinforcement Learning — 3-course deep dive.
🤖
Program2023
AI UNIPOD Program
iCog Labs · Ethiopia
Intensive AI research program at Ethiopia's leading AI lab.
🏆
Achievement2024
1st Place — AI Cyber Competition
National Award · Ethiopia
Won first place in the AI-Driven Cyber Solution national competition.
🌍
Volunteer2023
Tech Mentors Volunteer
Community Program
Mentored aspiring engineers in AI and software development fundamentals.