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guzik

806 karma · joined April 4, 2017

Building Aidlab.com – started as a way to hack together my own medical data collection. Turns out I wasn't the only one who thought that was useful. Now hundreds of researchers, doctors, and devs around the world are tinkering with it too!
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guzik··on The Google Play app review process now regularly takes longer than a week
We push updates for our app pretty frequently and they've been passing review in an average time of 1 hour (around 7 updates in the last 60 days). Hope it stays that way.
guzik··on GPS (2022)
missing '2022' in the title
guzik··on Show HN: Ghost Pepper – 100% local hold-to-talk speech-to-text for macOS
Sadly the app doesn't work. There is no popup asking for microphone permission.

EDIT: I see there is an open issue for that on github

guzik··on VR Is Not Dead
These are valid points but the upside of vr is still much bigger than the current downsides. The ability to explore worlds as if you're actually there is something no other medium really offers.
guzik··on Ask HN: What are you working on? (February 2026)
if you're experimenting with hrv/biofeedback then you might find Aidlab 2 interesting, it gives RR + GSR in one wearable (fyi I am the author)
guzik··on An Update on Heroku
yes,, render feels like the most natural next step right now (similar mental model). Still kind of nostalgic about Heroku, had really good times with it.
guzik··on Show HN: The HN Arcade
Same here! Still on a streak since day one
guzik··on Open Wearables – Unified Health Data Platform
hey guys, we’ve had a chance to chat a few times. Fingers crossed for your launch here. Have you thought about Show HN? Your product is clearly needed, and I’ll always support standardization /open standards.
guzik··on Training my smartwatch to track intelligence
by tracking sleep, what exactly do you mean by that? sleep phases, sleep score, sleep duration?
guzik··on Nano Banana Pro
the open-source models will catch up, 100%
guzik··on Nano Banana Pro
No, and no nudity, no reference images. Example: 'athlete wearing a health tracker under a fitted training top'
guzik··on Nano Banana Pro
'athlete wearing a health tracker under a fitted training top'

Failed to generate content: permission denied. Please try again.

guzik··on Nano Banana Pro
Cool, but it's still unusable for me. Somehow all my prompts are violating the rules, huh?
guzik··on Ask HN: Any Hardware Startups Here?
Previous one: https://news.ycombinator.com/item?id=36583419 (2023)
guzik··on Show HN: VitalLens 2.0 – A new SOTA rPPG model for HRV estimation from video
Congrats guys on your release. I tried new VitalLens side by side with my medical grade tracker (Aidmed One) but the respiration numbers were quite off.

Curious if you've done any comparisons against actual hardware (chest-based or contact PPG), or if validation is mostly dataset based for now.

guzik··on Ticker: Don't die of heart disease
> It's not sexy, and as a result an overwhelming majority of the population is unaware about how to avoid succumbing to it

When I started building an ECG Holter in my early 20s, I tried to get some friends to use it and kept hearing "yeah, but it’s not exactly sexy to wear that thing." That’s when it hit me how little people care about prevention until something goes wrong. We still have a huge awareness gap to close.

guzik··on The trust collapse: Infinite AI content is awful
So I went on X after a long break from social media, and my feed is full of tips like this one:

Growing on X is so simple I’m shocked it works.

100x comments a day

10x posts a day

15x DM’s a day

1x thread a day

1x email a day

This is how you grow your presence on X.

Even if having a presence matters, how can you actually say something meaningful if you post 10 times a day - there's no way (unless you just repeat yourself). Hopefully my algorithm's just gone weird but sadly the people I used to follow stopped posting.

guzik··on Show HN: Aidlab – Health Data for Devs
Hey, can you join our Discord: https://discord.gg/sPay3Xm? Reach out to me personally (@guzik1) - happy to help you with that as we've already had a few people who integrated with rpi, so I can share some tips and examples.
guzik··on Show HN: Aidlab – Health Data for Devs
Thank you! We've integrated a different chip for measuring chest movements
guzik··on Show HN: Aidlab – Health Data for Devs
sadly, comfort for chest straps compared to hand straps is a known issue and ours is definitely no different. Wve done a bunch of tests, tried different materials/custom solutions, and honestly we're still clueless how to make it significantly better (if anyone here works in textiles or wearable fabrics, I'd love to connect). So yeah, if wearing your Garmin for more than an hour already feels uncomfortable, ours probably won't be much better in that regard
guzik··on Show HN: Aidlab – Health Data for Devs
for regular users, since the device itself doesn't have any interface, we need to send at least some data so they can see it somewhere. the natural place is the phone, but not all of our professional clients liked viewing long ECG recordings or detailed metrics on a small screen, so we built cloud access mostly for convenience .

(to be clear - if a developer wants, they don't need to send anything to us)

guzik··on Show HN: Aidlab – Health Data for Devs
Thanks! Yep, the interface for a shell is available here: aidlab.com/developer/debug we are using Jquery Terminal + Web Bluetooth (sadly, I think it's not under active development anymore)

and yeah, when we started years ago, it felt natural that the next step would be to measure glucose from blood but the truth is with the current state of science, it's still not possible to do that 100% non-invasively.

guzik··on Show HN: Aidlab – Health Data for Devs
we don't have any plans right now to build a blood glucose sensor (although we already support a few external sensors - but not glucose monitors yet)
guzik··on A love letter to the CSV format (2024)
I am glad that we decided to pick CSV as our default format for health data (even for heavy stuff like raw ECG). Yeah, files were bigger, but clients loved that they could just download them, open in Excel, make a quick chart. Meanwhile other software was insisting on EDF (lighter, sure) but not everything could handle it.
guzik··on Protobuffers Are Wrong (2018)
We thought for a long time about using protobufs in our product [1] and in the end we went with JSON-RPC 2.0 over BLE, base64 for bigger chunks. Yeah, you still need to pass sample format and decode manually. The overhead is fine tho, debugging is way easier (also pulling in all of protobuf just wasn't fun).

[1] aidlab.com/aidlab-2

guzik··on Wearables for Health, Fitness, & Science, including demanding remote experiments
That makes sense, thanks a lot for clarifying! I'll send you an email.
guzik··on Beyond sensor data: Foundation models of behavioral data from wearables
Some are for free:

- aidlab.com/datasets

- physionet.org

guzik··on The value of hitting the HN front page
glad there are a few supporting comments including yours (I thought I was the only one who felt the criticism was excessive)
guzik··on Wearables for Health, Fitness, & Science, including demanding remote experiments
thanks for linking to my landing page!

Here's the backstory of how it all started: https://howtoware.com/aidlab (good reading for anyone wondering how to start a wearable startup)

guzik··on The value of hitting the HN front page
Ha, thank you for that! I actually didn't have prior experience in wearables. My background was in mobile app development. I co-founded a company during the app boom, and we built a lot of iOS and Android apps. The transition into health sensors happened pretty organically and I also felt there was nothing that let me measure my own data and make use of it, so I decided to create a wearabke + free SDK for that. There is a quite nice article of how it all started here: https://howtoware.com/aidlab (good reading for anyone wondering what the struggles are when running a wearable startup).
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