MuskarTech Labs · Research
The science behind our products.
Labs is where questions become experiments. We form a hypothesis, build the smallest thing that can test it, measure it honestly, and only then turn what works into a product.
01 · AI
Visual product search
Applied machine learning that ends up in real software, with a focus on computer vision.
A computer vision model that finds which product you are looking for from an ordinary photo.
Inside the AI Lab02 · Security
CipherPass
Small tools that make good security habits easier to keep.
A Chrome extension that generates a strong, unique password for each site from your master key and the site name. Nothing is stored and nothing is sent anywhere: the same inputs always produce the same password.
Chrome Web Store03 · Experimental tech
Drone from scratch
Hardware and other experiments. We build things from scratch to understand how they really work.
We are designing and building a drone from the ground up: the frame, the flight controller firmware, the sensors and the software that flies it. It is our way of learning hardware, control systems and on-device vision end to end.
Method
How research works here
Research fields
- Computer vision
- Retrieval & embeddings
- Efficient inference
- Applied cryptography
- Control systems
- Embedded hardware
- 01
Question
Every project starts from a question one of our products, or our customers, actually raises.
- 02
Experiment
We build the smallest prototype that can answer it, and write down what would count as success.
- 03
Measure
Results are judged on held-out data and real use, not on a good-looking demo.
- 04
Transfer
What works moves into a product. What we learn, including what failed, goes into our research notes.