Senior AI/ML Engineer

Specializing in LLMs, RAG Systems & Multi-Agent AI

Leading AI innovation at Ethiopia's largest enterprise software company

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About Me

I'm an AI/ML Engineer at Cellutech, Ethiopia's largest enterprise software company, where I build production-grade AI systems. With 3 years of specialized experience in AI/ML development, I've contributed to AI adoption in Ethiopia's enterprise sector.

My expertise includes building RAG systems, multi-agent AI with AutoGen, enterprise chatbots, OCR pipelines, and NL2SQL systems. I specialize in LangChain, OpenAI GPT-4, ChromaDB, FAISS, and FastAPI, with a strong background in full-stack development using React and Node.js.

I'm passionate about leveraging cutting-edge AI technologies to solve real-world problems and create meaningful impact for businesses. Currently open to remote opportunities and relocation.

3+

Years Experience

5+

Major AI Projects

10+

AI Technologies

Technical Skills

LLM Development

  • OpenAI API (GPT-4, GPT-3.5)
  • LangChain (Chains, Agents, RAG, Tools)
  • Hugging Face Transformers
  • RAG (Retrieval-Augmented Generation)
  • Prompt Engineering
  • Fine-tuning Custom LLMs
  • Vector DBs (ChromaDB, FAISS)

Multi-Agent Systems

  • AutoGen Multi-Agent Orchestration
  • NL2SQL Automation
  • Agent-based Workflows
  • Ollama Local Models
  • Complex Task Automation

Computer Vision & OCR

  • OpenCV
  • Tesseract OCR
  • EasyOCR
  • Face Detection
  • Image Processing
  • Document Digitization

Backend Development

  • Python (Advanced)
  • FastAPI
  • Flask
  • Node.js
  • REST API Development
  • Microservices Architecture

Frontend Development

  • React
  • Responsive Design
  • UI/UX Implementation
  • Healthcare Applications

Databases

  • PostgreSQL
  • MySQL
  • MongoDB
  • ChromaDB (Vector DB)
  • FAISS (Vector DB)

Featured Projects

Cellu-AI Platform

Enterprise AI platform serving multiple clients with integrated AI capabilities. First AI adoption in Ethiopia's enterprise software sector.

LangChain OpenAI GPT-4 FastAPI React ChromaDB

Key Features:

  • Integrated into EMR, ERP, and Education systems
  • Serving multiple enterprise clients
  • Production-grade AI infrastructure
  • Live at cellu-ai.com
View Live

Insurance Document Intelligence Platform

Latest Project

Full-stack AI-powered insurance document intelligence platform with RAG, conversational AI, and real-time chat interface. Built independently to demonstrate production-ready AI/ML capabilities.

GPT-4 FastAPI React ChromaDB Tesseract OCR OpenAI Embeddings

Key Features:

  • Full-stack RAG system with GPT-4 integration
  • Conversational AI with session management
  • OCR pipeline for PDFs and images
  • React frontend with real-time chat
  • Source attribution and relevance scoring
  • Production-ready architecture
5,000+ Lines of Code
12 API Endpoints
2-3 months Development
Live Demo View Details

Enterprise RAG Chatbot System

Production-ready RAG chatbot for internal knowledge base and customer support with context-aware responses and source attribution.

LangChain GPT-4 ChromaDB FAISS FastAPI

Key Features:

  • Internal knowledge base integration
  • Customer support automation
  • Context-aware responses
  • Source attribution
Live Demo View Details

AI-Powered Damage Assessment System

Advanced computer vision system using YOLOv8 and GPT-4 Vision for automated vehicle damage detection, analysis, and insurance report generation with real-time webcam support.

YOLOv8 GPT-4 Vision OpenCV FastAPI React ReportLab

Key Features:

  • Real-time damage detection with YOLOv8
  • AI-powered damage analysis with GPT-4 Vision
  • Automated PDF report generation
  • Webcam support for live capture
  • Repair cost estimation
Live Demo

Professional Experience

AI/ML Engineer

Cellutech | 2023 - Present

Building production-grade AI systems at Ethiopia's largest enterprise software company

  • Develop and deploy production-grade AI systems for enterprise clients
  • Contributed to AI adoption in Ethiopia's enterprise software sector
  • Developed Cellu-AI platform serving multiple enterprise clients
  • Built RAG systems, multi-agent AI, OCR pipelines, and NL2SQL systems
  • Integrated AI into EMR, ERP, and Education platforms

Full Stack Developer

Cellutech | 2022 - 2023

Developed enterprise medical and ERP systems

  • Built Patient Management Systems and Electronic Medical Records (EMR) platforms
  • Developed full-stack applications using React, Node.js, and FastAPI
  • Implemented database solutions with PostgreSQL, MySQL, and MongoDB
  • Contributed to large-scale ERP systems for major Ethiopian institutions

Get In Touch

Location

Jijiga, Ethiopia

Available for Remote Work & Relocation