AIDAN FROST Product · AI · Geospatial & voice
From discovery to production systems.
I help teams ship AI-powered platforms across geospatial analytics, voice AI, and automation. From forecasting human movement to AI that runs real phone interviews, I work across data, product, and engineering. I lead AIM and collaborate with The Workforce Project on hiring and automation work, and I stay accountable through delivery.
02 Representative work
Live builds spanning voice AI, geospatial analytics, quantitative signal visualization, automated content APIs, and automation. AIM, AutoBlog, The Workforce Project, and R&D prototypes that pair product design with full-stack development. Open a card to view the live site.
View Project → Hints
Real-time AI call coaching. Voice stream through Twilio and Deepgram, LLM-powered suggestions, Chrome extension for meeting capture. Full stack: Node gateway, Python AI engine, Next.js dashboard.
View Project → AutoBlog
Automated blog posts and newsletters over an API—structured HTML, SEO metadata, AI hero images, and email-ready newsletter HTML. Same “ship weekly content without babysitting the blank page” idea as this site’s blog generator, packaged for any stack.
View Project → BA Hire
Full brand ambassador hiring and vetting system with AI voice interviews.
View Project → AIM Platform
Experiential marketing platform to optimize location. Forecast human movement down to the street level.
View Project → AIM Real Estate
Find your community. Not just your address. AIM decodes Toronto neighbourhoods with real-time data.
View Project → The Diverters
Food dispersion platform for food banks around Victoria. MVP for social impact.
View Project → InsightFlow
Data analytics made simple for small businesses.
View Project → Quant Signals
Quantitative trading system built on a broad set of market signals. This demo lays out every signal visually so the full research stack is legible at a glance—built to show end-to-end financial and data literacy.
View Project → The Workforce Project
AI and automation consulting for small businesses.
Day to day I move between Python, TypeScript, React, and data pipelines as both designer and developer. I learn your workflows and constraints before I mirror the last stack that worked elsewhere. For how that shows up in real builds, read posts on the blog. Ready to talk scope? Jump to contact.
Core languages I use to build products.
Web frameworks, backends, and API tooling.
Databases, ML libraries, and AI tooling.
Cloud, DevOps, automation, and design tools.
Areas I specialize in.
I ship products teams can run.
Planning a build or consulting engagement? Get in touch. Scope, timeline, and what success looks like get the fastest replies.
I build systems that think .
Voice AI that runs real phone interviews, geospatial models that forecast how crowds move, and backends that keep latency and transcripts honest. The goal is software that reasons under constraints, not demos that only work in a slide deck.
I turn complexity into clarity .
Dashboards and maps that a non-technical teammate can read in one glance. Neighbourhood stories backed by live data instead of static PDFs. If the interface needs a manual, the product is not finished yet.
I scope engagements that ship .
Six shipped platforms, a habit of cutting scope until something is live, and a default to listening before I prescribe tools or timelines. I learn how your process works, then adapt. Small teams, clear owners, and weekly releases beat quarterly promises.
Let's work together.
For consulting or collaboration, share scope, timeline, and what success looks like. I read every note and usually reply within a few days. Prefer a short conversation first? Book an intro call below.
aidanfrost10@gmail.comConsulting: contact@theworkforceproject.com