A local-first control plane connecting AI workflows to tools, working sets, engineering sessions, and evidence trails. The work is about the unglamorous hard parts: identity, continuity, bounded authority, recovery, and knowing what really happened.
[ HUMAN INTUITION × MACHINE LEVERAGE ]
BUILD
WHAT
COMES
NEXT.
I'm Peter. I design and build AI-native systems, useful software, and digital experiences that do real work.
DESIGNED IN ONTARIO
● BUILDING
ORCHESTRATED INTELLIGENCE
Agents that can use tools, track state, and produce evidence you can actually inspect.
01 / SELECTED WORK
PROOF OF
OBSESSION.
Not a gallery of screenshots. A glimpse inside the systems, experiments, and products I'm building.
A transcription and speaker-diarization application built around Faster-Whisper and pyannote. The goal is usable, reviewable transcripts with clean exports—not another wall of raw text.
My web development business and a repeatable production factory for custom websites, local search, landing pages, tracking, and conversion systems. Real client delivery meets an evolving AI-assisted build process.
VISIT SYNAPSE GUILD ↗An Android messaging and calling project exploring accounts, realtime delivery, identity, and direct communication. Still evolving, with reliability and device compatibility as real engineering constraints.
02 / OPERATING PRINCIPLES
HUMAN-LED.
AI-AMPLIFIED.
REALITY-TESTED.
I DON'T WANT
TO JUST USE AI.
I WANT TO
ENGINEER WITH IT.
I work at the intersection of AI agents, software architecture, product design, and the messy realities of making systems reliable. The model is only one part. The interfaces, tools, feedback loops, and evidence are where it becomes engineering.
MAKE IT REAL
Working software beats elaborate diagrams of software that might exist someday.
SHOW YOUR WORK
Visible state, tests, receipts, and failure paths are part of the product.
DESIGN FOR PEOPLE
The machinery can be complicated. The experience shouldn't have to be.
03 / THE HUMAN IN THE LOOP
A BUILDER
BY DEFAULT.
BEHIND THE SYSTEMS
I came from the physical world—installing and troubleshooting communications technology in the field. Now I build the software, automation, and AI systems I used to wish existed.
That background changed how I think. A tool isn't good because the demo looks clever. It's good when someone can depend on it under pressure.
I'm based in Ontario, Canada. I run Synapse Guild, build ambitious side projects, and I'm working toward deeper AI systems and full-stack engineering roles. I like difficult problems, fast learning, and shipping things that have a pulse.
04 / START A CONVERSATION
HAVE SOMETHING WORTH BUILDING?
I'M LISTENING.