AI product engineer and hit songwriter
I build AI products at startups that take off, and I write songs for some of the biggest acts in Asia. I'm a co-writer on a #1 album in Japan, a founding engineer and a startup founder.
Artists: &TEAM, THE BOYZ, WARFRAME / On-lyne, ALL(H)OURS, SUPERKIND, Matěj Smutný, Anson Lo, Chris Chiu. Companies: Melotech, Carebrain, Spellbook, Songflow, InspectAR, Cadence.
Highlights
-
#1
Oricon & Billboard Japan
&TEAM, Yukiakari (2024). Co-wrote “Beat the odds”
-
2×Plat
RIAJ Double Platinum
Yukiakari, 500K+ shipped
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50M+
Career streams
Across my songwriting, production and vocal credits
-
30M+
Video views
Across TikTok, YouTube Shorts and Instagram Reels
/ About
Two careers. One brain.
I ship product by day and write hits by night. Sometimes the other way around.
I'm a software engineer from St. John's, Newfoundland, with a Computer Science degree from Memorial University. I like being early: I was a founding engineer and first hire, a startup co-founder and CEO, one of the first 10 engineers at a legal-AI company now valued at $350M, and an early developer at a startup acquired within two years of founding. I'm currently building at Melotech, which works at the intersection of AI, media and entertainment.
In music, I'm a topliner, producer and vocalist signed with Seoul's Melogram, and I co-founded the production company Gilkicker Music. My songs have landed with &TEAM, THE BOYZ, ALL(H)OURS, SUPERKIND, Anson Lo and Chris Chiu across K-pop, J-pop and C-pop, and my voice is on WARFRAME's in-game boy band On-lyne. I also produce sync albums for libraries like APM, with TV placements on shows including Project Runway and MasterChef.
“I love making music . . . but I wouldn't be where I am in startups right now if I wasn't passionate about it.”
01 Tech
AI product engineering
Early at companies
that take off.
I keep showing up early, and the companies keep growing. Here's where I've been, and what happened next.
-
Now
Melotech
Currently building
AI-native media & entertainment company in Berlin, making music, video and apps. Backed by Cherry Ventures and Speedinvest.
melotech.ai ↗ -
2025
Carebrain
Founding Engineer · First hire
AI scribe and instant video visits for skilled-nursing providers, San Francisco. Neo Accelerator 2025 and a pre-seed co-led by Spider Capital.
Read ↗ -
2024
Spellbook
Software Developer · One of the first 10 engineers
Legal AI, the “Cursor for contracts”. Since I joined, it has grown to a $50M Series B at a $350M valuation (Khosla Ventures, 2025) and 4,000 legal teams in 80 countries.
Read ↗ -
2023
Songflow
Co-founder & CEO
A real-time collaborative workspace for music, with AI audio tools and project management. Mel Woodward Cup finalist, Creative Destruction Lab (CDL), featured on CBC Radio. Used by creators at Universal, Warner and Sony.
songflow.io ↗ -
2019–20
InspectAR
Early Developer
Augmented reality for circuit boards. Acquired by Cadence Design Systems in Aug 2020, less than two years after founding.
Read ↗
+ Game dev
Where code meets entertainment
-
Game dev
Project Winter
Software Developer · Other Ocean Interactive
I worked on Project Winter, the 8-player survival and social-deception game, which is out on PC, Xbox (Game Pass), PlayStation, Switch and mobile and has 19,000+ “Very Positive” Steam reviews. Vice called it “the best game about betrayal this year.”
Steam ↗
What I do
-
AI product engineering
I take AI products from zero to one and keep them shipping. Full-stack web and mobile, built fast and built to last.
- Zero-to-one builds
- Full-stack web & mobile
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Systems architecture & LLM orchestration
I design systems that scale, from multi-step LLM pipelines and agents with tool calling to the evals and production infrastructure that keep them reliable.
- Scalable systems
- LLM pipelines & agents
- Tool calling
- Evals
- Production AI infra
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Growth & product analytics
I instrument products so the numbers drive decisions: activation, retention, funnels and experiments that show what to build next.
- Activation & retention
- Funnels
- A/B testing
- Instrumentation
-
Music & audio tech
I build for creators because I am one: real-time collaboration and audio tooling for people who make music.
- Real-time collaboration
- Audio & music tooling
Also: Cadence Design Systems · Circle Cardiovascular Imaging · Summit Interconnect
02 Music
Songwriter · Producer · Vocalist
Songs for
global stages.
K-pop, J-pop, C-pop, game soundtracks, European pop and sync for TV. I'm signed to Melogram (Seoul) as a topliner and producer, and I co-founded Gilkicker Music.
- 2024Co-writer · Lyrics & Composition &TEAM Beat the odds Listen ↗
- 2023Co-writer THE BOYZ Lip Sync Album ↗
- 2025Co-composer Anson Lo 盧瀚霆 Trippin' Up Listen ↗
- 2025Co-composer Chris Chiu 邱宇辰 Cinder Kiss Listen ↗
- 2024Vocalist WARFRAME · On-lyne Party of Your Lifetime Spotify ↗
- 2024Vocalist WARFRAME · On-lyne The Great Despair Watch ↗
- 2026Vocalist WARFRAME · On-lyne Running Late Watch ↗
- 2025Co-composer ALL(H)OURS Freaky Fresh Credits ↗
- 2023Co-writer & Composer SUPERKIND Mugshot (SMMG) Credits ↗
- 2022Featured Vocalist Matěj Smutný Friends Apple Music ↗
- 2020Co-writer & Producer Matěj Smutný Psycho Love Press ↗
+ Sync & TV
Production music for broadcast
TV placements
- Project Runway
- MasterChef
- This Hour Has 22 Minutes
- CBC Sports
- & more
03 New release
Out now
New single · Sep 4, 2026
Forever
My newest release as an artist, under my own name.
04 Press
As seen in
Press
- Entrevestor · Dec 2025 “Founding Engineer” with San Francisco's Carebrain and a Billboard-topping songwriter
- Atlantic Business Magazine · Jun 2024 Let's do Launch: CEO and co-founder of Songflow, Jacob Critch
- Saltwire · Jan 2024 A Billboard charting songwriter and producer from N.L. answers 20 questions
- Saltwire · Jun 2023 Jacob Critch of St. John's is big in Japan. No, really.
- CBC Radio · St. John's Morning Show · 2023 Interview on Songflow and building music tech from Newfoundland
05 Contact
Product, startups, co-writes, features