Victor Shia
Senior Machine Learning Engineer at Revecore
Boston, Massachusetts, United States
Summary
👤
Senior🎓
Top SchoolVictor Shia is a Senior Machine Learning Engineer with 11 years of experience building production ML/AI systems that turn messy enterprise data into reliable decision-making pipelines. With a PhD from UC Berkeley in EECS, he blends rigorous research in state estimation and control with hands-on engineering—leading cross-functional teams and owning architecture, CI/CD, and 24/7 production reliability. At The Human Diagnosis Project he scaled clinical AI that processed millions of cases using hierarchical clustering and LLM-assisted evaluation, and now applies the same pattern to revenue recovery and supplier data reconciliation. He’s equally comfortable writing models, APIs, and deployment tooling (Python, Kubernetes, GCP) and translating a single expert’s tacit knowledge into agentic systems that automate mechanical work. Notably, he has five years of academic teaching and mentorship experience, bridging theoretical control frameworks to real-world autonomous systems and student-built products.
11 years of coding experience
18 years of employment as a software developer
Doctor of Philosophy (Ph.D.), Electrical Engineering and Computer Sciences, Doctor of Philosophy (Ph.D.), Electrical Engineering and Computer Sciences at University of California, Berkeley
Github Skills (62)
editors10
contenteditable10
rich-text10
browser10
rich-text-editor10
editor9
text-editor9
javascript9
rte9
draft-js9
automerge9
duplicate9
slate9
wysiwyg9
react9
Programming languages (6)
Github contributions (5)
humandx/humps
Nov 2019 - Mar 2022
Underscore-to-camelCase converter (and vice versa) for strings and object keys in JavaScript.
Contributions:2 releases, 2 PRs, 11 pushes in 2 years 3 months
converterstringsunderscorejavascriptcamelcase
humandx/slate
Oct 2017 - Jan 2020
A completely customizable framework for building rich text editors.
Contributions:17 PRs, 28 pushes, 23 branches in 2 years 3 months
contenteditabletext-editorswysiwygrich-text-editorace-editor
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