Tornikeo

me_small.jpg

I’m a Machine Learning engineer with a fair few years of work experience. Mostly in applied machine learning and inference cost-optimization on cloud. Currently learning to apply my trade to computational chemistry.

This website serves as a hub for project write-ups and technical discussions. I store pretty much all the useful, non-rigorous text in here.

Right now I’m working on a new BART-style foundation model for tandem mass spectrometry. Before that I’ve authored a CUDA kernel for cost-efficient search in mass spectrometry called SimMS and wrote a paper. Even before that I did a number of smaller AI/ML projects.

Tech stack

  • Python, CUDA C++
  • PyTorch and Jax
  • Linux, Git, Docker
  • Google Cloud and AWS
  • NVIDIA GPUs and TPUs

Education

I’m currently completing an MSc. degree at LUT University with double degree at Università della Svizzera italiana.