TORADIGM
Selected work in AI products and digital systems
I build things that turn complex domains into useful tools.
Tara Prakash Lama · Builder, operator, product thinker
I build products, data systems, and experiments with a grounded operator’s perspective.
I make useful digital products that feel grounded in the real world.
My work sits at the intersection of product design, data systems, and practical operations. The goal is always the same: turn complexity into something clear, usable, and durable.
Built around real workflows
I start from the work people actually do, not from a generic template. The strongest outputs come from the details that matter in the field.
Product thinking, not just UI
The work spans product shape, data handling, and experience design. I care about whether a thing is useful, not just whether it looks polished.
Designed to be reused
Many of the systems I build are meant to keep going: updated, refined, and extended long after the first version ships.
Past work has touched
- Finance
- Compliance
- Medicine
- Health
- Conservation
- Agriculture
- Retail
- Hospitality
- and more
This site is a record of shipped work, experiments, and systems I’ve built with a product-minded approach.
See selected work ↗A portfolio built around shipped work and thoughtful iteration.
I tend to work across product, systems, and content, building things that are practical first and expressive second.
Shape the idea
I start by clarifying the problem, the audience, and the outcome that matters most.
Build the system
From product flows to data handling, I bring the work into something real and usable.
Refine in public
The best work usually comes from iteration, observation, and making improvements over time.
The work here is a mix of independent builds, experiments, and product thinking shaped by real operating experience.
See the work ↗Selected work
A sample of shipped products and systems built solo, with a focus on clarity, utility, and long-term usefulness.
FranchiseInsights
Franchise intelligence for Australian buyers
1,832 brands · 288+ reports · 3,000 SEO pages
AutismInsights
Autism research intelligence platform
9,136 PubMed studies · 800+ AI-enriched · 1,000+ AU providers
CellarIQ
Hunter Valley wine tourism intelligence
61 canonical wineries · Blog live · Claim Profile flow
SpeciesRadar
Global biodiversity intelligence
48,646 IUCN species · 23 cron jobs · Non-commercial
ClearRate
Financial product comparison — recommendation engine
7 cornerstone articles · Platypus mascot “Ray”
Lustrumo
Jewellery price intelligence
11,910+ products · 22 retailers
Operator turned builder
Patron, Bird Conservation Nepal · Co-founder, SpeciesRadar with Dr. Hem Sagar Baral · Google.org grant applicant, Himalayan ecosystems ($970K)
ToraDigm Pty Ltd · ABN 70 679 136 577
The stack
Every platform built on the same battle-tested foundation.
Explorations
Visual pipeline
Screenshots and outputs from the platforms — real data, real interfaces, real production systems.
Blog
Recent posts
Field notes on building vertical AI platforms and franchise intelligence.
Why operators build better AI platforms than engineers who only studied the problem
Built by someone who has run businesses — not just studied them. Here is what 17 years on the floor taught me about building software people actually use.
Get new posts by email
Field notes on vertical AI platforms and franchise intelligence — no spam.
Project enquiry
I’m open to product builds, systems, experiments, and thoughtful collaborations. If something here feels relevant, send a note and I’ll get back to you.
General Enquiry
Partnerships, press, or anything else — drop a line and I'll read it.
ToraDigm Pty Ltd · ABN 70 679 136 577 · Hunter Valley NSW