Some of the cool projects I have been working in the past few years
Side projects
SummarizedML: a Twitter bot that tweets short summaries of ML papers
A machine learning powered Twitter bot that summarizes the latest machine learning papers uploaded to ArXiv.
Read thread Check it out
CLIP Playground: A user interface around OpenAIs CLIP model
A Streamlit powered interface around CLIP.
Read thread Try it
Uizard
Transforming sketches into a UI design prototype
Worked on a machine learning pipeline that transforms a picture of a rough sketch into a high fidelity design.
Watch video Try it
Generating design systems from an image
We built a machine learning pipeline that generates a design system (with styles for buttons, text and other components) from an image, webpage or Sketch file.
Read blog post Try it
Bringing semi-supervised learning to the real world
Current semi-supervised techniques work well on clean academic datasets. What does it take to make them work while building a product? At Uizard we have done a bunch of research to answer this question.
Read blog post Read paper Watch talk
Robotics
Instance segmentation using sequences
During my master thesis at ETH I wrote about how to improve instance segmentation models (like Mask R-CNN) with a sequence of images.
Slides
Tool recognition for robotic manipulation pipeline
I built the tool detection and recognition pipeline as part of a robotics challenge.
A cheap (and really slow) 3D lidar
We built a really basic 3D lidar using a couple of motors, a sensor and some electronics. The Lidar will then send the measurements to a computer for visualization.
Code