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 ERP platform serving 200+ daily users. 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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