Caleb Cho
Undergraduate Student
California, United States
Summary
👤
Senior🎓
Top SchoolCaleb Cho is a computer science undergrad at UC Santa Cruz specializing in ML systems, edge deployment, and bridging the gap between model training and real-world constraints. He has hands-on experience optimizing vision models in C++ with TensorRT for embedded hardware, building logging and benchmarking tools for real-time systems, and debugging GPU/CPU/memory bottlenecks. Caleb co-led an ML research effort at Overture Maps that engineered production-friendly MLP+NCM solutions, achieving fast incremental updates and strong cross-dataset robustness. His internships include converting Python vision stacks to high-performance C++ with pybind11/ONNX on Jetson/TI platforms and building large-scale continual learning benchmarks. Comfortable across ML, systems, and hardware, he brings both practical deployment intuition and a research-minded approach to performance trade-offs. Outside coursework, he’s applied his robotics competition experience to real autonomous and edge-AI problems, demonstrating durable systems thinking under resource constraints.
10 years of coding experience
4 years of employment as a software developer
High School Diploma, High School Diploma at Davis Senior High SchoolUniversity of California Santa CruzSophomore, Sophomore at Da Vinci Charter Academy
Stackoverflow
463reputation
4kreached
10answers
2questions
Github Skills (136)
cargo10
computer-science10
markdown10
compiler10
site-generator10
rust10
science10
tera10
static-site-generation10
textile10
ranking10
react10
rust-lang9
cms9
command-line-interface9
Programming languages (14)
Github contributions (5)
cdstanford/ccf
May 2022 - Jan 2023
Contributions:43 commits, 36 pushes, 3 branches in 7 months
cdstanford/dz3-artifact
Mar 2021 - Jul 2021
Contributions:18 commits, 15 pushes, 1 branch in 4 months
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