Ahmad Samim Hamza

AI Engineer & Senior Software Engineer

Building enterprise AI applications, backend services, and full-stack business systems.

I build intelligent applications and the software systems around them. My experience spans enterprise RAG and multi-agent assistants, backend services, and full-stack platforms for e-commerce, logistics, and business operations. I work with Python, TypeScript, React, Next.js, PostgreSQL, and AWS, combining practical AI engineering with reliable software delivery.

Top Skills: Python · TypeScript · FastAPI · React / Next.js · NestJS · PostgreSQL · AWS · Docker · RAG & Agentic Systems

Core Capabilities

Applied AI

RAG applications, multi-agent workflows, and evaluation.

Enterprise RAG Assistant

Backend Engineering

APIs, relational data models, and business workflows.

PGL ERP System

Full-Stack Delivery

User interfaces integrated with backend services.

Dara.af Platform

Cloud Delivery

AWS deployment, monitoring, documentation, and handover.

AWS Cloud Delivery

Featured Projects

All projects

Enterprise RAG & Multi-Agent Assistant

Konecranes, professional project

Designed and deployed an internal enterprise knowledge assistant over 100+ XML, PDF, and XLSX documents. Compared three RAG variants behind a shared Next.js and FastAPI interface, implemented multi-agent orchestration and PostgreSQL feedback storage, and deployed the application on AWS with CloudWatch monitoring.

PythonFastAPINext.jsPostgreSQLAWS BedrockLangChainLangGraphRAGAWS

Dara.af E-Commerce Platform

Ramaki Group of Companies, professional project

Led a team of eight engineers delivering a production e-commerce platform supporting hundreds of product listings and daily customer orders. Contributed to PostgreSQL schema design, REST API development, full-stack implementation, testing, and code review.

LaravelPostgreSQLReactNext.jsREST APIs

PGL ERP System

Peace Global Logistics, professional project

Developed logistics, shipment, HR, finance, and inventory features for an enterprise ERP platform. Built APIs, designed PostgreSQL schemas, optimized queries, and implemented interfaces using NestJS, React, and Next.js.

NestJSReactNext.jsPostgreSQLREST APIs

Health Information RAG Chatbot

University of Jyväskylä, academic project

Built a domain-specific RAG application using publicly available health information. Implemented web scraping, document chunking, ChromaDB indexing, and retrieval and answer-quality evaluation.

PythonChromaDBRAGVector SearchWeb ScrapingLLM Evaluation

Work Experience

  1. Konecranes logo
    Company
    KonecranesHyvinkää, Finland
    Role
    Software Development Specialist (AI/ML) – Fixed-Term Summer Contract
    Date
    05/2026 – 08/2026
  2. Ramaki Group of Companies logo
    Company
    Ramaki Group of CompaniesKabul, Afghanistan
    Role
    Senior Software Engineer
    Date
    05/2024 – 07/2025
  3. Peace Global Logistics logo
    Company
    Peace Global LogisticsKabul, Afghanistan
    Role
    Software Engineer
    Date
    09/2022 – 04/2024
  4. Kabul University logo
    Company
    Kabul UniversityKabul, Afghanistan
    Role
    Instructor (Python & Machine Learning)
    Date
    04/2022 – 10/2022
  5. Smart Friqi logo
    Company
    Smart FriqiKabul, Afghanistan
    Role
    Full-Stack Developer
    Date
    07/2021 – 09/2022
  6. TwistedBits ICT logo
    Company
    TwistedBits ICTKabul, Afghanistan
    Role
    Web Developer
    Date
    05/2021 – 07/2021
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