Tony Hui

CEO

Vancouver, British Columbia, Canada11 yrs 5 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

Expert in transitioning product management into engineering.
Led development of AI-driven products for the creator economy.
Proven track record in A/B testing and analytics.

Stackforce AI infers this person is a SaaS product leader with expertise in AI and data-driven decision making.

Contact

Skills

Core Skills

Product ManagementFull-stack DevelopmentNatural Language Processing (nlp)Data AnalysisData Science

Other Skills

Product LeadershipA/B TestingGPT-2GPT-3PythonPrestoCursorLarge Language Models (LLM)GPT-4Prompt EngineeringStableDiffusionData VisualizationPublic SpeakingBioinformaticsBig Data

About

I ship useful GenAI products to directly prod, and help the product/design/eng triad do it too. I started with GPT-2 in 2019 before it was cool.

Experience

11 yrs 5 mos

Total Experience

2 yrs 10 mos

Average Tenure

4 yrs 8 mos

Current Experience

Vidiq

3 roles

Head of Product

Promoted

Feb 2023 – Present · 3 yrs 3 mos · San Francisco Bay Area · Remote

transitioning product management and FE engineering into product engineering. transitioning product designers into design engineers
coding even more now (~40% of the time). with AI, my output is equal to coding ~400% of the time in my prior engineering life

Product LeadershipFull-Stack DevelopmentProduct Management

Product and analytics

Promoted

Apr 2022 – Feb 2023 · 10 mos · San Francisco Bay Area · Remote

Leading product management, product design, and analytics
Coding less due to management responsibilities, but >10% of the time

Product Management

Technical Product Manager

Sep 2021 – Apr 2022 · 7 mos · San Francisco Bay Area · Remote

Building an AI co-producer for the creator economy at scale.
Still coding 20% of the time

Product Management

Indeed.com

2 roles

Technical Product Manager

Promoted

Jan 2020 – Sep 2021 · 1 yr 8 mos · Vancouver, British Columbia, Canada

Led Natural Language Generation technology (GPT-3) from conception to launch applied to career advice, resume improvement, job description writing, and interview question answering. Collaborated with external partners (Megagon.ai and OpenAI) and cross-functional internal teams (Legal, Privacy, and AI Ethics).
Product Manager for Co-brands, a collection of 6 job search sites responsible for 125M annual visits. Highlights: Increased job alert signups by xx% and job applies by xx% through A/B tests.
Designed and built (with code) a trustworthy analytics funnel for a brand-new resume review product (Python, Presto) that enabled 14 A/B tests in the first quarter.
Cross company collaboration with teams in Seattle, Austin, and Tokyo to build source-of-truth analytics for strategic planning.
Extra Credit: Interviewed Product Manager candidates; 3rd place regional finalist in company hackathon.

A/B TestingGPT-2Product ManagementNatural Language Processing (NLP)

Research Engineer

Mar 2019 – Dec 2019 · 9 mos · Vancouver, British Columbia, Canada

Product science lead for the team, adapting an A/B test system for our product and directly supporting setup and analysis of 5-10 A/B tests per quarter
Enhanced resume building with suggestions powered by historical data and proved through AB testing, resulting in 50% increase in resume completions via A/B testing.
Scrum master and backend developer for a $200k backend rebuild for Resume.com, resulting in 3-fold faster response times and reducing release cycle time by 75%.
Extra Credit: Optimized candidate sourcing reducing time to hire by 4X.

Data Science

Ey

2 roles

Senior Consultant - Enterprise Intelligence

Oct 2018 – Mar 2019 · 5 mos

Gathered requirements from (Sr) Directors, provisioned privacy compliant databases for offshore development, wrote ETL scripts (SQL, R) to 100% verifiable accuracy, and built Tableau dashboards for a provincial insurer