About
I'm Shao — an engineer who likes the layer where software has to answer to physics. I studied electrical and computer engineering at Cornell (Class of 2026), where my favorite work involved making real hardware do difficult things: a differential-drive robot that Kalman-filters its way past its own sensor latency, the autonomous side of a 3 lb combat robot — I led the autonomy subteam at Cornell Combat Robotics — and a sparse-matrix kernel pushed to ~21× speedup on 32 cores.
From Fall 2024 through Spring 2026 I was an undergraduate researcher in Cornell's EmPRISE Lab, working on vision-language models and diffusion models for robot learning. Today I write embedded software for medical devices at Smith & Nephew (IEC 62304, MicroBlaze soft-core FPGAs) and run a personal training-to-edge ML setup — an RTX 5090 workstation feeding a Jetson Orin Nano — that carries in-progress projects like SpeechLens, a fully local speech-analysis pipeline.
This site is one of those projects: static, fast, and built in the open — the repo is part of the portfolio.
Skills
each item is backed by a project or role — links go to the evidence
Embedded
- ARM Cortex-M, bare-metal C++
- BLE telemetry protocols
- FPGA / MicroBlaze soft-core
- IEC 62304 (medical device software)
Controls & estimation
ML · CV
- PyTorch
- YOLO object detection
- VLMs & diffusion models (robot learning)
- ONNX → TensorRT edge deployment
Systems · HPC
- C++ / OpenMP
- Parallel algorithm design
- CUDA
- Linux, self-hosted ML infrastructure
Experience
2026 — present
Smith & Nephew
Embedded software — medical devices
- Embedded software for medical devices under IEC 62304, targeting MicroBlaze soft-core FPGAs.
Fall 2024 — Spring 2026
EmPRISE Lab, Cornell
Undergraduate researcher
- Research on vision-language models and diffusion models for robot learning.
Education
2026
Cornell University
Electrical & Computer Engineering, Class of 2026
- Coursework highlights: Fast Robots (ECE 4160), Advanced Computer Architecture (ECE 6750)
- Cornell Combat Robotics — led the autonomy subteam
- EmPRISE Lab — undergraduate research, robot learning