I have trained 15 blood glucose forecasting models on my own data
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HN · launched Nov 10, 2026 · 84 upvotes (top 13%) · 0 views
Niche: personal health and medication tracking apps · 243 launches, 27 in the last 7 days ▲ +4% · Explore this niche →
Category and tags
- Healthcare
- Analytics & BI
- Prosumer
- AI-native
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 243 launches in personal health and medication tracking apps →
Could you build this?
Partial The forecasting models themselves are standard time-series and deep learning work that vibe coding can reproduce. A product that gives clinically reliable glucose predictions needs far more data than one person's CGM history and may face medical-device regulation.
What it would actually take: A real product would need the standard stack of CGM data ingestion (Dexcom/Libre APIs), a validated forecasting pipeline (for example, LSTM/Transformer or gradient-boosted baselines), and a clinical evaluation protocol. The hard parts are multi-patient training data and clinical validation with an accountable medical team. If it is sold as a diabetes decision aid, regulatory clearance (FDA/CE) is required, which requires regulatory and clinical expertise.
Discussion
3 comments analyzed.
Competitors
Other products that read as similar to this one : 84 launches clear the similarity bar, closest 8 shown.
Attention rank: #6 of 85 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 361 days after the earliest competitor.
- I have trained a model to predict my blood sugar · hn · 2026-11-13 · 5 upvotes · similarity 0.60
- Diabetes-Data-Analysis-and-Classification · github · 2026-09-23 · 7 upvotes · similarity 0.42
- Deeplearning from Scratch in 1400 Lines In my own Programming Language · hn · 2026-09-13 · 5 upvotes · similarity 0.42
- GlycemicGPT · hn · 2026-05-15 · 64 upvotes · similarity 0.42
- My Sugar Coach · ph · 2026-10-27 · 1 upvotes · similarity 0.41
- predictive-analytics-r · github · 2026-09-27 · 8 upvotes · similarity 0.40
- calories_prediction_project · github · 2026-11-08 · 31 upvotes · similarity 0.40
- I built my own knowledge graph from the code AI writes · hn · 2026-09-13 · 8 upvotes · similarity 0.40
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