AI/ML Engineer | Production AI Systems | Software Engineer

AI/ML Engineer and Software Engineer with 5+ years of experience building production systems across AI, backend, and full-stack domains. Currently designing and deploying enterprise RAG and agentic applications at Konecranes using AWS Bedrock, Bedrock AgentCore, LangChain, and LangGraph — integrating LLMs with real business data and workflows. I combine solid software engineering foundations with deep applied AI expertise across conversational UIs, multi-agent orchestration, and vector retrieval systems.

Top Skills: Python, LangChain/LangGraph, AWS Bedrock, RAG, PyTorch, FastAPI, PostgreSQL

Featured Projects

Enterprise RAG Assistant (Konecranes)

Internal enterprise knowledge assistant over heterogeneous documents (XML, PDF, XLSX), with multiple RAG variants (Bedrock-native, LangChain, LangGraph), a shared conversational UI, multi-agent orchestration, and a feedback-based evaluation pipeline. Built with AWS Bedrock, FastAPI, Next.js, PostgreSQL, and AWS Amplify/ECS/ECR/RDS.

Health Information RAG Chatbot

MSc mini project at the University of Jyväskylä — a production-grade domain-specific RAG chatbot built by scraping a public health information website, processing content into a ChromaDB vector store, and integrating an LLM for conversational health information retrieval. Full pipeline: web scraping → document parsing → vector ingestion → conversational retrieval interface.

United Used Cars Website and MIS

Full website and management information system for a used car trading company. Built with Laravel, Next.js, Material UI, and MySQL.

PGL ERP System

ERP system for Peace Global Logistics covering logistics, shipments, HR, and inventory modules. Built with NestJS, React, Next.js, and PostgreSQL.

TGL Supplies System

High-performance website and management information system built with Node.js and Express.js for the backend, React.js for the frontend, and PostgreSQL for the database.

Charity Management System

Charity management system built for an Afghanistan-based non-profit organization.

TeebAlhoor ERP System

Complex ERP system for TeebAlhoor, a UAE-based trading company, built with Laravel, Nuxt.js, and PostgreSQL.

Peace Global Tech Website

Department website for the tech division of Peace Global Logistics.

Work

  1. Company
    Konecranes
    Role
    Summer Trainee, Software Development Specialist (AI/ML)
    Date
  2. Company
    Ramaki Group Of Companies
    Role
    Senior Software Engineer
    Date
  3. Company
    Peace Global Logistics
    Role
    Software Engineer
    Date
  4. Company
    Kabul University
    Role
    Instructor (Python & Machine Learning)
    Date
  5. Company
    Smart Friqi
    Role
    Full Stack Developer
    Date
  6. Company
    TwistedBits ICT
    Role
    Web Developer
    Date
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