Hi, I'm Franek 👋
Products
SightVoiceApp
A mobile app that makes traveling and sightseeing more accessible, engaging, and tailored to individual interests, that actually works. I presented it at one of the largest ML conferences in Poland - MLinPL for the Finals of the ElevenLabs AI Audio Challenge. Developed with a team of 4 friends from the Olympiad.
sciPar
A platform to make discovering and implementing research more accessible for business professionals. It helps save time by enabling natural language expressions of their needs and problems and matching based on that also providing non-technical summaries adapted to query.
First Poland's AI Olympiad
As a Finalist of the Poland's AI Olympiad organized by several of the top Polish universities, I was among the top 30 contestants in the first stage of the Olympiad, which was open to all high school students in Poland. This competition kickstarted my journey in the field, and I met many great people at the bootcamp. During the event, we attended advanced classes on modern techniques in deep learning, conducted by both academia and industry experts.
Research & Experiments
Some of my latest experiments and workshop work.
Speculative Editing In Progress
Currently working on a new LLM inference acceleration technique for rewriting and modifying called Specuclative Editing, a simple variant of Speculative Decoding While doing my interview task from Cursor I noticed there is very little documentation about this technique, despite it giving very good results on code rewriting speed tasks. Work in progress, you can see it on my Github:
molecular-machine-learning
Worked on molecular ML tasks, like Classification of certain proteins responsible for Alzheimer's disease or predicting protein behaviour. It was a really new and abstract field for me, tho I found it pretty interesting.
ViewContact
I'm always open to new opportunities, collaborations, and conversations!