Muhammad Firman H.

Key Skills

Software

Don't disclose

Top Subject Matter

Computer Science / Python Programming & Scripting

Mathematics & Scientific Computing (Data Automation)

Geophysics / Earth Sciences (Scientific Modeling)

Top Data Types

Computer Code Programming

Top Task Types

Prompt + Response Writing (SFT)

Freelancer Overview

Highly analytical Geophysical Engineering graduate (Cum Laude, GPA 3.67/4.00) with extensive hands-on experience in AI-assisted development, multi-step prompt engineering, and scientific data automation. Specializing in translating complex mathematical formulas and physics equations into precise Python code, I have successfully engineered advanced data pipelines and interactive desktop applications using LLMs to accelerate debugging and development lifecycles. My background enables me to perform rigorous, decimal-level scientific code validation, bridging the gap between domain expertise and logical software structure. What sets me apart is my proven capability in advanced "vibe coding" workflows, where I act as a technical architect managing structural logic and error-handling while leveraging AI for efficient execution. I have independently built multi-stage data engines like MATE (Magnetic Automated Tabulation Engine) and interactive modeling platforms like GIM (Gravity Interactive Modelling), showcasing my skills in unit conversion automation, numeric stability, and complex structured data output. This makes me uniquely qualified to train, evaluate, and fine-tune AI models for highly complex, domain-specific programming and scientific reasoning tasks.

Education

Work History