Hi, I'm Hossein Bahrami Nekoo
About Me
Ecommerce engineer with 15+ years of experience building production systems, including 5+ years specializing in Magento and ecommerce platforms.
Recently focused on applying AI to real-world ecommerce problems — designing LLM-powered systems for search, recommendations, customer support, and automation.
Experienced in building Retrieval-Augmented Generation (RAG) pipelines, multi-agent workflows, and end-to-end AI applications using LangChain and LangGraph.
Strong ability to combine domain knowledge — catalogs, checkout flows, customer behavior — with modern AI tools to deliver practical, production-ready solutions.
Featured Projects
ClauseGuard — AI Contract Risk Scanner
A privacy-first, retrieval-driven AI system that detects risky clauses in contracts with zero hallucinated citations. Flags uncapped liability, broad indemnification, IP assignment, auto-renewal traps, and more.
- â–¸Detects 8+ high-risk clause types with severity scoring
- â–¸Plain-language explanations with exact clause citations
- ▸Interactive Q&A — ask follow-up questions about any clause
AI Semantic Search for Magento 2
AI-powered semantic search replacing keyword search with vector similarity. Integrated FastAPI service with a Magento plugin for real-time search (~50ms latency on CPU for 2K+ products).
- ▸End-to-end pipeline: extraction → embeddings → vector indexing → API
- â–¸Configurable Magento module with zero core modifications
- â–¸Automatic fallback to default search with robust error handling
SwarmFlow — Multi-Agent Orchestration
Open-source framework for orchestrating multi-agent AI workflows using LangGraph. Features leader-worker architecture for task planning and execution with real-time monitoring.
- ▸Leader–worker architecture for task planning & execution
- â–¸Real-time monitoring dashboard (FastAPI + WebSockets)
- â–¸Supports cloud and self-hosted LLMs (Ollama)
More Projects
Multi-agent AI system using LangChain and LangGraph for automated API evolution analysis and migration planning. Reduces migration planning time by 80%.
Deep learning framework for wildlife audio classification in Brazil's Pantanal wetlands. Modular PyTorch implementation for the Kaggle competition.
AI assistant that drafts and responds to emails in your own writing style using LangChain and LangGraph.
AI-powered repository analysis with local LLMs. Understand any codebase quickly through automated documentation and explanation.
Document Q&A AI agent with semantic search and context-aware answers over email and document collections.
Work Experience
Freelance Ecommerce AI Engineer
- â–¸Build AI-powered systems for ecommerce use cases including search, support, and automation
- â–¸Develop RAG pipelines using structured and unstructured business data
- â–¸Design multi-agent workflows using LangChain and LangGraph
- ▸Deliver end-to-end AI applications (data processing → modeling → deployment)
- â–¸Integrate LLM systems into real-world applications using FastAPI and Docker
- â–¸Built and deployed an AI semantic search system for Magento integrating vector search into a production-like ecommerce workflow
Senior Ecommerce Developer
- â–¸Built and maintained ecommerce platforms and POS systems
- â–¸Developed inventory, reporting, and automation workflows
- â–¸Integrated Odoo ERP with ecommerce operations
- â–¸Improved operational efficiency through backend system enhancements
Senior Web Developer
- â–¸Improved backend performance and API reliability for high-traffic ecommerce platform
Senior PHP Developer
- â–¸Designed scalable backend systems and REST APIs
Skills & Certifications
AI & Machine Learning
Backend & APIs
Ecommerce
Frontend & Tools
Certifications
- ✓AI Agents Fundamentals — Hugging Face
- ✓Fine-Tuning LLMs — LinkedIn Learning
- ✓Deep Learning & Neural Networks — Udemy
- ✓Adobe Certified Professional — Magento 2
Education
Strong foundation in algorithms, data structures, and software engineering principles that underpins 15+ years of production systems development.
Let's Connect
Interested in collaborating on AI-powered ecommerce solutions, multi-agent systems, or innovative search technology? I'd love to hear from you.