Open to opportunities

Ebi MahmudAli

@ebimahmudali

Message

I build production-oriented Generative AI, RAG, agentic AI, and FastAPI systems using Python.

Turkey

Message

What I'm looking for

I'm seeking international remote contract opportunities to build Generative AI, LLM/RAG, agentic AI, FastAPI, and containerized ML systems, with a focus on grounded retrieval, maintainable architecture, testing, and observability.

I've built applied AI/ML systems across Generative AI, LLM/RAG, Agentic AI, computer vision, NLP, Python APIs, and deployment-oriented ML engineering.

As an independent AI/ML Engineer and Python Developer, I develop FastAPI services, retrieval architectures, vector and graph-backed AI applications, OpenAI-compatible LLM integrations, and Dockerized systems. My projects include a production-oriented RAG platform, Neo4j and MongoDB GraphRAG, multi-agent LangGraph workflows, and multilingual meeting intelligence.

Previously at West Azerbaijan Environmental Organization, I developed AI-driven automation and decision-support solutions, ML and data-processing pipelines, deep-learning CV/NLP models, and DQN reinforcement-learning agents. I focus on grounded retrieval, modular engineering, testing, observability, and maintainable deployment.

Experience

Work history, roles, and key accomplishments

Current

AI/ML Engineer & Python Developer

Current

Independent / Self-employed

Jan 2025 - Present (1 year 8 months)

Developed Agentic AI, RAG/GraphRAG projects, FastAPI/API engineering, and Docker-based systems. Designed and evaluated applied AI/ML systems spanning Generative AI, LLM/RAG, Agentic AI, Computer Vision, NLP, and Python APIs.

Generative AI LLM RAG Graph RAG Agentic AI LangGraph fastAPI Docker Python OpenAI API Hugging Face Transformers Faiss PostgreSQL Pgvector Redis MLOps CI CD

System Integration Specialist, AI & Software Developer

West Azerbaijan Environmental Organization

Jan 2019 - Jan 2025 (6 years)

Developed AI-driven solutions for automation and intelligent decision support. Designed and implemented machine-learning pipelines, deep-learning models for Computer Vision and NLP, and Reinforcement Learning agents using Deep Q-Network architectures.

Machine Learning Deep Learning Computer Vision NLP Reinforcement Learning Data Pipelines Software Integration Python

IT Network Design and Technical Support Engineer

Technical Support / Hardware, Software Services

Jan 2008 - Jan 2018 (10 years)

Deployed computer networks, integrated systems, and installed/configured operating systems and applications. Provided technical support and troubleshooting services for hardware and software issues.

network design System Integration Technical Support Troubleshooting Hardware Software

Education

Degrees, certifications, and relevant coursework

University College of AzarAbadeghan

Bachelor of Science, Software Engineering

2024 -

Grade: 90%

Pursuing a Bachelor of Science in Software Engineering with an average of 90%, including training in deep learning, machine vision, and mathematics for machine learning.