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Hi, I’m Vincent H. Chow—a builder and strategist who turns ambitious AI ideas into production-ready software. I enjoy taking ML systems from prototype to real-world impact, collaborating across healthcare, manufacturing, and enterprise domains, and blending technical leadership with hands-on execution. I lead end-to-end product development, from customer discovery and architecture to full-stack delivery and go-to-market. I’m equally comfortable shaping a robust AI pipeline as I am driving customer conversations, GTM strategy, and cross-functional collaboration to deliver measurable business outcomes.…Hi, I’m Vincent H. Chow—a builder and strategist who turns ambitious AI ideas into production-ready software. I enjoy taking ML systems from prototype to real-world impact, collaborating across healthcare, manufacturing, and enterprise domains, and blending technical leadership with hands-on execution. I lead end-to-end product development, from customer discovery and architecture to full-stack delivery and go-to-market. I’m equally comfortable shaping a robust AI pipeline as I am driving customer conversations, GTM strategy, and cross-functional collaboration to deliver measurable business outcomes.

Vincent H. Chow

AI Engineer, Data Scientist, Full Stack Developer, +2

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Hi, I’m Vincent H. Chow—a builder and strategist who turns ambitious AI ideas into production-ready software. I enjoy taking ML systems from prototype to real-world impact, collaborating across healthcare, manufacturing, and enterprise domains, and blending technical leadership with hands-on execution. I lead end-to-end product development, from customer discovery and architecture to full-stack delivery and go-to-market. I’m equally comfortable shaping a robust AI pipeline as I am driving customer conversations, GTM strategy, and cross-functional collaboration to deliver measurable business outcomes.…Hi, I’m Vincent H. Chow—a builder and strategist who turns ambitious AI ideas into production-ready software. I enjoy taking ML systems from prototype to real-world impact, collaborating across healthcare, manufacturing, and enterprise domains, and blending technical leadership with hands-on execution. I lead end-to-end product development, from customer discovery and architecture to full-stack delivery and go-to-market. I’m equally comfortable shaping a robust AI pipeline as I am driving customer conversations, GTM strategy, and cross-functional collaboration to deliver measurable business outcomes.

Available to hire

Hi, I’m Vincent H. Chow—a builder and strategist who turns ambitious AI ideas into production-ready software. I enjoy taking ML systems from prototype to real-world impact, collaborating across healthcare, manufacturing, and enterprise domains, and blending technical leadership with hands-on execution.

I lead end-to-end product development, from customer discovery and architecture to full-stack delivery and go-to-market. I’m equally comfortable shaping a robust AI pipeline as I am driving customer conversations, GTM strategy, and cross-functional collaboration to deliver measurable business outcomes.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Language

English

Fluent

Work Experience

Founder & Full-Stack AI Engineer at Independent Ventures (VoiceValve, Atlas Verify, Audiologue)

January 1, 2025 - Present

Led the end-to-end creation of multiple AI-enabled products: VoiceValve (24/7 AI customer agent for missed calls, lead qualification, appointment booking); Atlas Verify (predictive analytics for behavioral health scheduling and insurance verification); and Audiologue (interactive AI-driven audiobook experience with a custom CMS). Drove product discovery, technical architecture, full-stack development, deployment, and go-to-market. Secured customers via Meta ad campaigns, cold outreach, and consultative sales discussions.

Senior Machine Learning Engineer at AllCloud

January 1, 2023 - January 1, 2025

Built 5+ production RAG chatbots (LangChain, Bedrock, OpenSearch, Docker, Claude/GPT) across healthcare, materials science, financial services, and manufacturing. Designed a reference MLOps architecture (SageMaker Pipelines, Lambda, EventBridge, GitHub Actions) adopted as the standard for client engagements. Spearheaded AllCloud’s AWS Partner Generative AI Competency certification as the inaugural MLE hire, driving >$2M in AI/ML expansion work. Co-authored an official AWS partner blog and led Gen AI strategy workshops with C-suite executives at 5+ companies.

Advanced Data Scientist at ResMed

January 1, 2022 - January 1, 2023

Launched Compliance Coach—ResMed’s AI-powered product predicting patient compliance for Home Medical Equipment providers using XGBoost, MLP, and logistic regression. Deployed production data pipelines and ML models (SageMaker, Athena, Snowflake, Airflow) generating millions of daily predictions. Improved precision/recall by 5+% through targeted feature engineering and model selection; cut prediction latency 3×. Ensured FDA compliance for Clinical Decision Support Software with SHAP explainability.

Software Engineer — Machine Learning & AI at Optimus Ride

January 1, 2019 - January 1, 2021

Developed 4+ real-time prediction, planning, and control algorithms in C++ for autonomous vehicle navigation. Led a 5-person team to rapidly implement and demo a lane-changing feature for investors within 1 month. Analyzed vehicle telemetry in Python to surface regressions, quantify software improvements, and fix safety-critical bugs on-site.