Joel Huang

Head of AI

Singapore, Singapore7 yrs 4 mos experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

Led AI product development generating 7-figure ARR.
Expert in AI/MLOps and product strategy.
Co-founded open-source community for knowledge sharing.

Stackforce AI infers this person is a SaaS-focused AI product leader with a strong emphasis on community-driven development.

Contact

Skills

Core Skills

Product StrategyAi/mlopsAi Product DevelopmentTeam LeadershipData EngineeringAi DevelopmentResearch And DevelopmentOpen Source DevelopmentComputer Vision

Other Skills

Company and technology strategyAI/MLOps/CVOps/Robotics workflowsSynthetic data platformForward Deployed AI teamSynthetic dataAI-powered softwareDeep Research agentOpen source repositoryCommunity building2D-to-3D models3D reconstructionDesign ThinkingPythonResearchRapid Prototyping

About

Building AI is now cheap. Doing it wrong is expensive. Doing it right creates lasting value. Open for consultations!

Experience

7 yrs 4 mos

Total Experience

1 yr 7 mos

Average Tenure

5 yrs

Current Experience

Bifrost ai

3 roles

Head of AI

Promoted

Dec 2025 – Present · 4 mos

Founding Engineer → Head of AI.
Some of the most important things I now work on:
Company and technology strategy
Product strategy, discovery and design
Iterating with customers from early discovery to post-adoption
AI/MLOps/CVOps/Robotics workflows and design
New verticals

Company and technology strategyProduct strategyAI/MLOps/CVOps/Robotics workflowsProduct StrategyAI/MLOps

Lead, AI and Product

Promoted

Oct 2021 – Present · 4 yrs 6 mos

Conceptualized and shipped our synthetic data platform (7-figure USD ARR) used by the world's most ambitious perception teams at Anduril, Havoc AI, Honda Research, Mitsubishi, Saronic, and more.
Set up and trained a Forward Deployed AI team to tackle tough technical issues together with customers.

Synthetic data platformForward Deployed AI teamAI Product DevelopmentTeam Leadership

Founding AI Engineer

Apr 2021 – Oct 2021 · 6 mos

The n.1 institute for health

Full-Stack AI Engineer

Mar 2020 – Mar 2021 · 1 yr

While acquiring Masters degree, built on-prem AI-powered software for a Fortune 100 consumer giant.

AI-powered softwareAI Development

Nvidia

Research Associate

Jan 2019 – Aug 2019 · 7 mos

Built a "Deep Research" agent before it existed. Users preferred it 36% over competitors like Iris.ai and Frase.io

Deep Research agentResearch and Development

Singtel

AI Engineer, Vision

May 2018 – Aug 2018 · 3 mos

2D-to-3D models and 3D reconstruction methods for video analytics.

2D-to-3D models3D reconstructionComputer Vision

Opensutd

Co-Founder

Apr 2018 – Aug 2019 · 1 yr 4 mos

In 2018, I started a open source repository for collective knowledge at the Singapore University of Technology and Design (SUTD) on GitHub. Soon, other open-source enthusiasts joined in to contribute - growing the library to its current size of 86 projects.
Over time, the community evolved into a decentralized organization, building tools and systems for events, community building, knowledge management, and open-source policy. OpenSUTD is now doing great in the hands of current students - check out the organization at https://opensutd.org.

Open source repositoryCommunity buildingOpen Source Development