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psi16181918161phi/README.md

🌌 psi16181918161phi

⚡ Independent Developer · Builder · Researcher ⚡

"Prefer working code over comprehensive documentation — but both is better."

Typing SVG

🧠 Who Am I?

I'm a self-driven developer building stable, reproducible software at the intersection of AI, control systems, and real engineering. When I'm not hunting hallucinations in LLM pipelines, I'm deep in personal research I genuinely care about — no corporate overhead, no permission needed.

📌 Background Highlights — click to expand
  • 🏭 Former Software-in-the-Loop (SIL) engineer @ General Motors — ICE/co-simulation workflows, MATLAB/Simulink, CAN/LIN, FMI/FMU support tooling
  • 🎓 B.Eng Electrical Engineering — Ryerson University
  • 🔬 Independent research: Kalman filtering, GPU compute concepts, AI orchestration

🛠️ Tech Stack

💻 Languages

Language Language
JavaScript TypeScript
Python C/C++
Rust Go
Java Perl
MATLAB CUDA

⚛️ Frameworks & Libraries
React Node.js
Express Simulink

🤖 AI / ML
OpenAI  TensorFlow
PyTorch 📡Kalman Filtering

🧰 Tools & Platforms
Git Docker
VS Code Jenkins

🏗️ Architecture & Practices

🌐 REST API   🔀 Microservices   🔄 Agile   🧪 SIL/HIL   🔌 CAN/LIN   🧬 FMI/FMU

🔬 Simulation & Control

🔁 Simulink   📐 MATLAB   🧬 FMI/FMU   🧪 SIL/HIL   🔗 Co-Simulation   📡 Kalman Filtering   🔌 CAN/LIN

🔭 What I'm Currently Building

🤖  AI-assisted dev workflows  ──── strict validation + reproducibility
📡  High-precision Kalman filter experiments  ──── estimation & control
🛠️  Developer productivity tooling  ──── cleaner engineering pipelines

💡 What Drives Me

✦  Building things that matter — to ME, first
✦  Clean, testable code that speaks for itself
✦  Zero overhead between an idea and its execution

🧩 Experience

💼 General Motors — Software-in-the-Loop (SIL) Engineer

Sep 2021 – Jan 2025

  • Owned ICE engine domain SIL package improvements — restructured MATLAB/Simulink co-simulation workflows, reducing engineer onboarding steps from ~12 to ~4 via Python, Batch, and Shell automation
  • Improved ICE co-simulation package startup performance through model restructuring and CAN/LIN DBC/LDF relative addressing automation
  • Built helper tooling for FMI/FMU co-simulation standard compliance, CAN/LIN file path resolution, and model build/debug/execution pipelines
  • Delivered cross-domain integration across software, systems, and calibration teams under SAFe Agile methodology
  • Early conception of AI-assisted SAFe feature/story generation with risk and ROAM analysis integration

🔬 Independent Research & Development

Jan 2025 – Present

  • Designed and validated a 1e-9 precision Kalman filter for active battery balancing applications, with extensions to non-linear, time-varying systems with stochastic disturbances
  • Extended classical control theory: authored research on Controllability, Observability, Stability, and Detectability for NTV/LTV/NTI systems beyond standard LTI assumptions
  • Conceived nth-order hold formulations for discrete sampling and co-simulation interfaces
  • Extended FMI/FMU interface tooling for improved CAN, LIN, and COM vehicle communication support
  • Researched CUDA-based matrix multiplication methodologies for accelerated AI/ML training and inference on GPU hardware
  • Developed hybrid quantum gate simulations and raw Python quantum module implementations — entirely local, no third-party quantum APIs (Intel, IBM, Microsoft)
  • Conceived the fracubit concept and a Mohr's Sphere analog to the Bloch Sphere for 3D quantum state representation
  • Designed improved website security techniques: ephemeral addressing, bot-scraping prevention, anti-screenshot and anti-copy-paste methods for sensitive data display
  • Conceived Proof-of-Routing logic and fee minimization frameworks for crypto-to-crypto and crypto-to-fiat transactions
  • Designed advanced cybersecurity doctrines including proactive defensive and hybrid offensive postures
  • Conceived better AI orchestration architectures: self-learning, self-adapting pipelines with minimal human intervention for improved accuracy, cost reduction, and reliability

📫 Let's Connect

Drop by any of my repos — open an issue or start a discussion. I'm always down to talk shop.

⚡ Built different. Ships real. ⚡

Pinned Loading

  1. engineering-studio-ai engineering-studio-ai Public

    Multi-agent Engineering Studio AI demo (AMD LabLabAI Hackathon Act II, Fireworks AI)

    Python 1 3

  2. bouncingball_fmu_example bouncingball_fmu_example Public

    C 1

  3. stmc_public stmc_public Public

    STMC stmc_public repository

    Python

  4. LLAMA-VSCODE LLAMA-VSCODE Public

    PowerShell

  5. jqwik jqwik Public

    Forked from jqwik-team/jqwik

    Property-Based Testing on the JUnit Platform

    Java