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AI WORK

AI Work

I have been working with AI tools for years. In that time I have gone from using AI as a writing assistant to using it to build full software products, live and in production, that I use every single day.

TOOLS I USE

ClaudeClaude CodeCursorLovableBoltV0ChatGPTPerplexityAnthropic APIMidjourneyDALL-EElevenLabsDaVinci ResolveStrava APISpotify APIMapillary API

PRODUCTS

These tools have been used to build several live products, from fitness analytics platforms to Ayurvedic health profiling to music discovery games. Each was built from idea to production using AI-assisted development.

SEE ALL PROJECTS →

AGENTIC AI

Agents that do real work

DATAVATA

Training Insights Agent

An AI coach built into Datavata that analyses your training, answers questions about your history, generates structured training plans, and searches for current training science in real time.

What makes it agentic: the agent decides what follow-up questions to ask based on your answers, uses a web search tool to pull in current information it does not already know, queries your actual Strava data to answer specific questions accurately, and synthesises everything into a structured report.

ANTHROPIC APITOOL USEWEB SEARCHSTREAMING

LIVE -- TRY IT NOW ↓

DVTRAINING INSIGHTS
LITE VERSION

Hi. I'm the Datavata Training Insights agent -- lite version. I'm an AI coach for endurance athletes: cyclists, runners, triathletes and more.

Tell me what you are working towards and I will help you get there.

POWERED BY DATAVATA · datavata.app

AGNIATLAS

Dosha Profiling Agent

AgniAtlas is an Ayurveda platform built around a conversational dosha profiling agent. It asks a structured series of questions about your physical constitution, digestion, sleep, energy, and temperament, then generates a full personalised dosha profile with dietary and lifestyle recommendations.

What makes it agentic: the agent adapts its questions based on previous answers, maintains context across a multi-turn conversation, and produces a detailed structured report tailored specifically to that user's responses.

ANTHROPIC APIMULTI-TURNSTRUCTURED OUTPUT

HOW I BUILD

Every agent I have built solves a real problem I wanted to solve, which means they get used and iterated on rather than sitting as demos.

I build using the Anthropic API directly, with tool use enabled so agents can call external services mid-conversation. My primary development tools are Claude Code, Cursor, and Lovable, alongside Next.js, Firebase, Supabase, and Vercel for deployment.

The approach I take is practical rather than theoretical. I do not build proof-of-concept demos. I build things I want to use, which means they get tested properly, improved based on real usage, and maintained because I depend on them.

Interested in agentic AI work or AI-assisted product development?

lee@leefirman.com
Lee Firman in Norway

From the north-east coast of England. Made a pre-Brexit escape to Málaga, and since late 2025 based mostly in a small pueblo in the mountains of the Serranía de Ronda in Andalucía.

Most of my time outside work is spent on unconventional adventures, exploring, and doing silly things outside. I organise hiking trips and occasionally host cyclists passing through via WarmShowers.

I love to get lost in a good book and listen to a lot of music. I believe in variety and enjoy doing lots of different things.

PROFESSIONALLY

I've spent my career making complicated things easier to understand: building course platforms, writing brand strategy, and occasionally explaining to a developer what I actually want.

Over fifteen years across corporate, startups and my own businesses: content, marketing, instructional design, strategy. Founded and sold a company, scaled platforms to tens of thousands of users.

Open to full-time roles and freelance projects. I've spent most of my career in learning design, content, and marketing, but what interests me most right now is taking that experience somewhere new. New industries, new problems, different kinds of work.

Get in touch

Interested in working together? Want to discuss a project or just say hi? Drop me a message and I'll get back to you.