Symaedchit Octavius Leo

Resumes

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 DOCX →

Robotics / Embedded Resume

Lane B

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

View → Download DOCX →

Featured Projects

Replace demo placeholders when you have GIF/MP4 links.

EMG-Driven Game Prototype (Senior Design)

Embedded + Signal

sEMG-driven interactive game: sensor acquisition, real-time envelope processing, on-device UI.

Stack: C, MCU firmware, peripherals, real-time signal processing, OLED UI

Proof: Firmware + game loop in repo; designed under timing/memory constraints

Repo → Demo (placeholder) →

Robotics 2D Perception + Control Loop Demo

Robotics + CV

2D differential-drive sim with synthetic camera frames; perception + closed-loop heading control.

Stack: Python, simulation, segmentation, control loop

Proof: Runnable pipeline from repo; deterministic artifacts (logs/plots/GIF)

Repo → Demo (placeholder) →

RAG-Lite Retrieval + Evaluation (TF-IDF)

AI SWE + Eval

TF-IDF indexing + cosine similarity retrieval, with an offline Recall@K evaluation harness.

Stack: Python, TF-IDF, cosine similarity, evaluation harness, CLI

Proof: Reproducible baseline retrieval + metrics; clean path to add reranking later

Repo → Demo (placeholder) →

About

Graduate CpE of Fall 2025 Michigan State University with a focus on AI/software + embedded/robotics. Passionate about building robust, efficient, and innovative solutions in these domains.

Core: C/C++, Python, Linux, Git
Systems: embedded firmware, real-time loops, instrumentation
Robotics/AI: perception pipelines, control loops, retrieval + evaluation