Hi, I'm Antoine PedrettiFounder of Helmo Solutions

Projects
Each card is a bet. What the pain was, how I answered it, and where it stands today.
AI research moves faster than any person can read. Discovery isn't the bottleneck — filtering the flood into what actually matters to you is.
A personalized daily digest of arXiv papers, ranked around your interests and streamed to your inbox before the day starts.
Paper stamp cards get lost, smudged, and left in the wrong jacket. Small businesses lose the loyalty touchpoint entirely — and repeat customers lose the reward they earned.
Digital stamp cards that live in Apple Wallet and Google Wallet, right next to the boarding pass. The merchant scans, the customer taps, the reward always survives the laundry.
asia-fertility
The multilingual tokenizer tax, measured across 16 Asian languages
Visit doi.org/10.5281/zenodo.21069313github.com/Helmo21/asia-fertilityLLM tokenizers structurally overprice non-English languages by 3–12× on the same content. Most teams pay the tax without ever seeing it in a line item.
A reproducible measurement across 16 Asian languages that turns 'language difficulty' into a procurement decision — with every run pinned to config, prices, and tokenizer versions.
From the blog
Build stories, scale-up lessons, and indie hacker notes. What I think as I ship.