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Mbehbahani/README.md

Mohammad Behbahani

πŸŽ“ PhD in Statistics
πŸ“ Netherlands
πŸ”Ή Operations Research β€’ Data Science β€’ Supply Chain & Logistics Optimization

I build decision-support systems that connect research, optimization, analytics, and production software. My recent work sits at the intersection of:

  • Optimization / Operations Research
  • Supply Chain, logistics, and job-market analytics
  • Applied AI and ML-powered decision tools
  • Production-ready Python systems with cloud deployment

This direction reflects the strongest overlap across the roles I target most: optimization, analytics, logistics, stakeholder-facing problem solving, and deployable software.


Current Projects πŸš€

  • πŸ€– Job Agent Backend β€” FastAPI-based AI backend for job search, CV matching, Bedrock-powered tool-calling, and MLflow-traced evaluation on AWS Lambda
  • πŸ“Š Job Market Pipeline β€” Python pipeline for scraping, filtering, standardizing, deduplicating, and exporting job postings, tuned for optimization and operations-research use cases
  • 🧠 Job Analytics Frontend β€” Next.js dashboard for job analytics, AI chat, search workflows, and CV matching built on Supabase and backend services
  • πŸ“ˆ MLflow Tracking Server β€” self-hosted MLflow setup for experiments, traces, evaluation, and prompt optimization in AI systems

Research & Applied Work

  • 🌐 Oploy Platform β€” applied decision-support platform translating optimization models into practical tools for routing, scheduling, and network design
  • πŸ”¬ 2sHMMREM β€” reproducible research code for a two-stage Hidden Markov / Relational Event modeling framework
  • πŸ› οΈ RepairShop-milp β€” MILP-based research implementation for repair shop optimization
  • βš™οΈ ANN-SMB-SemiExpSimOpt β€” simulation-optimization and neural-network-based research code for process systems engineering

Focus Areas

  • Operations Research & Optimization β€” mathematical modeling, solver-based optimization, simulation, and decision-support systems
  • Supply Chain & Logistics Analytics β€” routing, scheduling, network design, and operational performance improvement
  • Applied AI & Data Products β€” AI-assisted job search, CV matching, analytics dashboards, and LLM-enabled workflows
  • Research to Production β€” turning rigorous models and experiments into usable software and deployable systems

Tech and Tools 🧰

AI, Data Science, Optimization and Analytics

Development, Infrastructure and Cloud


What I Build

  • Optimization and simulation models for routing, scheduling, network design, and operational decision-making
  • AI-assisted applications for job search, CV matching, and analytics workflows
  • Research-to-production systems that combine modeling rigor with usable software
  • Tools that help teams move from analysis β†’ decision β†’ deployment

Selected Certifications

AWS Cloud Quest: Cloud Practitioner AWS Cloud Quest: Generative AI Practitioner

Connect πŸ“«

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  1. RepairShop-milp RepairShop-milp Public

    Official code for the research paper

    MATLAB 1

  2. 2sHMMREM 2sHMMREM Public

    2

  3. ANN-SMB-SemiExpSimOpt ANN-SMB-SemiExpSimOpt Public

    Official code for the research paper

    MATLAB

  4. wagtail/news-template wagtail/news-template Public

    A Wagtail template for a news site

    Python 164 66

  5. RAGents RAGents Public

    Forked from Mehranmzn/RAGents

    Production-Ready Agentic RAG Framework with Intelligent Decision Trees and Logic-LLM Integration

    Python 1

  6. Oploy-Job-Scrapper Oploy-Job-Scrapper Public

    Python