About

Building systems that transform
complexity into decisions.

I am a Senior Quantitative Engineer and Data Scientist based in Kuala Lumpur, working at the intersection of optimization, artificial intelligence, scientific computing, and quantum machine learning. My work combines mathematical modelling, software engineering, and systems thinking to build reliable decision systems for real-world problems.

Sayed Mohammad Mahdi Sadrnezhaad

My Journey

From Physics to Intelligent Systems

My journey began in physics, where I became fascinated by understanding complex systems through mathematics. That curiosity gradually expanded into software engineering, optimization, machine learning, and eventually quantum computing.

Today I design decision systems that combine rigorous mathematical models with modern AI to solve practical problems across forecasting, optimization, hybrid intelligence, and scientific computing.

  • Physics
  • Software
  • Optimization
  • AI & Quantum

How I Think

The principles that guide every system I build.

  1. Curiosity

    I begin by asking better questions before searching for better answers.

  2. Systems Thinking

    Every component matters, but interactions matter even more.

  3. Mathematics

    Good models simplify reality without losing truth.

  4. Engineering

    Ideas only matter when they become reliable systems.

  5. Continuous Learning

    Every project is another opportunity to improve.

Capabilities

Technologies, research areas, and engineering practices I use daily.

  1. Programming

    • Python
    • SQL
    • JavaScript
    • Fortran

  2. Artificial Intelligence

    • Machine Learning
    • LLMs
    • LangGraph
    • Optimization
    • Hybrid AI

  3. Mathematical Computing

    • Pyomo
    • GAMS
    • CPLEX
    • IPOPT
    • SciPy
    • NumPy
    • Polars

  4. Cloud & Engineering

    • Linux
    • Docker
    • AWS
    • GitHub Actions
    • FastAPI

  5. Research

    • Quantum Computing
    • Scientific Computing
    • Simulation
    • Optimization Theory

Journey

Experience & Education

A roadmap from today back to my first steps in physics — click any milestone to open it.

Select a milestone above to see details.