Symaedchit Octavius Leo

Computer Engineering (Michigan State University, Dec 2025, GPA 3.31) - AI/SWE + Robotics/Embedded

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US-based (MI) Open to Relocate American Citizen East-Asian & Male NOT Protected Veteran and Disability Reasonable Salary Expectations

Files

Two lane-specific versions. View in-browser or download.

AI / Software Resume

Lane A

AI-enabled software + simulation. Python, ML fundamentals, evaluation/metrics, reproducible tooling.

View → Download DOC →

Robotics / Embedded Resume

Lane B

Embedded systems + sensors + autonomy demos. C/C++, Python, control loops, simulation-based testing.

View → Download DOC →

Featured Projects

For more projects for AI/SWE and Robotics/Software, such as RAG Demos, games, pipelines and more, please check my github.

EMG-Driven Game Prototype (Senior Design)

Embedded + Signal

sEMG-driven interactive game: An entire game inside an MCU using sEMG as input Arcade styled.

Stack: C, MCU firmware, peripherals, real-time signal processing, OLED UI
Proof: Firmware + game loop in repo; designed under timing/memory constraints
Repo → Demo (YouTube) →

Robotics 2D Perception + Control Loop Demo

Robotics + CV

A 2D differential-drive sim with synthetic camera frames. It's virtual and a simulation, no real hardware.

Stack: Python, simulation, segmentation, control loop
Proof: Runnable pipeline from repo; deterministic artifacts (logs/plots/GIF)
Repo → Demo (GIF) →

RAG-Lite Retrieval + Evaluation (TF-IDF)

AI SWE + Eval

Production-ready retrieval system, hybrid fusion + optional cross-encoder reranking, chunking, and grounded citations for source attribution.

Stack: Scikit-learn, sentence-transformers, FastAPI, Docker, Pytest, GitHub Actions
Proof: Offline evaluation + benchmarking harness + CLI + FastAPI API + Docker + CI-tested codebase.
Repo → Demo (PNG) →

About

Fascinated by AI/ML well before today’s public LLM wave. I’ve been coding since learning through games and projects. I focus on AI/software and embedded/robotics. This page is intentionally minimal: optimized for fast scanning and direct links to working repos/demos.

  • Seeking: Embedded / Robotics Software / AI SWE.
  • Systems: embedded firmware - real-time loops - instrumentation
  • Robotics/AI: perception pipelines - control loops - retrieval + evaluation