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samimhamza/README.md

Hi there, I'm Ahmad Samim Hamza ๐Ÿ‘‹

Profile Views

AI Engineer & Senior Software Engineer

Building enterprise AI applications, robust backend microservices, and full-stack business platforms.

๐Ÿ“ Jyvรคskylรค, Finland
๐ŸŒ Portfolio (samimhamza.com) ยท ๐Ÿ’ผ LinkedIn ยท โœ‰๏ธ Email


โšก Quick Overview

  • ๐Ÿ”ญ Focus: Enterprise RAG systems, multi-agent workflows, scalable backend architectures, and full-stack platforms.
  • ๐ŸŽ“ Education: MSc in Artificial Intelligence at University of Jyvรคskylรค (Expected May 2027).
  • ๐Ÿ”ฌ Thesis Research: LLM-assisted validation for multi-objective optimization in Finnish forest planning.
  • ๐Ÿ’ผ Experience: 5 years of software engineering experience delivering production systems.
  • ๐Ÿ› ๏ธ Daily Drivers: Python, TypeScript, React / Next.js, NestJS, PHP / Laravel, PostgreSQL, AWS, Cursor, Antigravity.

๐Ÿ› ๏ธ Tech Stack & Capabilities

  • Applied AI & GenAI: RAG Architectures, Multi-Agent Systems, LangGraph, LangChain, AWS Bedrock, ChromaDB, LLM Evaluation
  • Backend & Data: Python (FastAPI), TypeScript (NestJS, Node.js), PHP (Laravel), PostgreSQL, Redis, RESTful APIs
  • Frontend: React, Next.js, Livewire, Filament v5, Tailwind CSS
  • Cloud & DevOps: AWS (ECS, Amplify, RDS, S3, CloudWatch), Docker, CI/CD, Linux
  • AI-Assisted Engineering: Cursor, Claude Code, Antigravity

๐Ÿš€ Selected Projects

  • ๐Ÿค– Enterprise RAG & Multi-Agent Assistant โ€” 100+ document internal knowledge assistant benchmarked across AWS Bedrock, LangChain, and LangGraph with PostgreSQL evaluation.
  • ๐Ÿšข Freight & Logistics ERP System โ€” End-to-end cloud ERP for international ocean freight forwarding, container manifests, and dual-ledger accounting built with Laravel, Filament, and PostgreSQL.
  • ๐Ÿ›’ Dara.af E-Commerce Platform โ€” Production marketplace platform supporting daily customer transactions, built with Laravel, Next.js, and PostgreSQL.
  • ๐Ÿ“ฆ PGL ERP System โ€” Multi-department enterprise ERP and logistics modules built with NestJS, React, and PostgreSQL.
  • ๐Ÿฅ Health Information RAG Chatbot โ€” Domain-specific RAG application with web scraping, ChromaDB vector indexing, and LLM evaluation.

๐Ÿ“Š GitHub Activity


Explore my full portfolio and case studies at samimhamza.com โ†’

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  1. crag-hybrid-retriever crag-hybrid-retriever Public

    Production-grade Corrective RAG (CRAG) & Hybrid Retrieval engine combining BM25 lexical search, Dense Vectors, Reciprocal Rank Fusion (RRF), and ONNX Cross-Encoder reranking.

    Python 5

  2. freight-erp freight-erp Public

    Production-grade Freight Forwarding & Logistics ERP built with Laravel 13, Filament v5, Livewire 4, and PostgreSQL. Features end-to-end maritime shipment tracking (Master/House B/L, TEU containers,โ€ฆ

    PHP 2

  3. samimhamza-portfolio samimhamza-portfolio Public

    Portfolio & case studies of Ahmad Samim Hamza โ€” AI Engineer & Senior Software Engineer building enterprise RAG, backend services, and full-stack business systems.

    JavaScript 1

  4. samimhamza samimhamza Public

    Ahmad Samim Hamza's personal GitHub profile | AI Engineer & Senior Software Engineer ยท https://www.samimhamza.com/

    4 1