Tornike Onoprishvili

I’m a full-stack machine learning engineer. I take client requirements and deliver the end-user tool/product. I handle all of the usual stages, from feasibility evaluation to inference optimization, to long-term API maintenance. This makes it easy for clients to get the result they are looking for, quickly.

Check out my large-scale projects at https://tornikeo.github.io/projects/.

Education

I received my B.Eng. from Free University of Tbilisi in 2015. Throughout I’ve worked as an assistant research scientist on FDTD simulations and co-authored two papers (1, 2) on the topic.

As of 2024, I’m enrolled at LUT, in M.Sc. Data-centric Engineering, in Finland.

Project spotlight

… and more

Am I the right fit for YOUR project?

Here’s a checklist:

Project needs to be written in Python
Service provider is either Google Cloud or AWS
The project can’t be written with just the traditional programming (i.e. you need AI)
There are no obvious drag-n-drop product that can satisfy your requirements.

If your project satisfies the above checklist, be sure to contact me at tornikeonoprishvili [at] gmail.com

news

Dec 8, 2022	Almost halfway through DreamBooth-related project. Hopefully it’s going to be something amazing! 🚀
Jul 17, 2022	Woohooo! Just got an amazing new contract for predicting human 3D mesh, + skeletal proportions from Android inputs (video OR image(s)). 😃
Jun 15, 2022	I’m so sick and tired of kaggle leaderboard cheaters. Just look at this kaggle leaderboard. The audacity.
Mar 23, 2022	Gathering a team for Kaggle Image Matching Challenge 2022. Wish me luck!
Mar 23, 2022	I just got offer to continue research in photonics!

selected publications

Optica

Functional all-optical logic gates for true time-domain signal processing in nonlinear photonic crystal waveguides

Jandieri, Vakhtang, Khomeriki, Ramaz, Onoprishvili, Tornike, Werner, Douglas H, Berakdar, Jamal, and Erni, Daniel

Optics Express 2020

Bib

@article{jandieri2020functional,
  selected = {true},
  abbr = {Optica},
  bibtex_show = {true},
  title = {Functional all-optical logic gates for true time-domain signal processing in nonlinear photonic crystal waveguides},
  author = {Jandieri, Vakhtang and Khomeriki, Ramaz and Onoprishvili, Tornike and Werner, Douglas H and Berakdar, Jamal and Erni, Daniel},
  journal = {Optics Express},
  volume = {28},
  number = {12},
  pages = {18317--18331},
  year = {2020},
  publisher = {Optical Society of America}
}

Springer

Digital signal processing in coupled photonic crystal waveguides and its application to an all-optical AND logic gate

Jandieri, Vakhtang, Onoprishvili, Tornike, Khomeriki, Ramaz, Erni, Daniel, and Pistora, Jaromir

Optical and Quantum Electronics 2019

Bib

@article{jandieri2019digital,
  selected = {true},
  abbr = {Springer},
  bibtex_show = {true},
  title = {Digital signal processing in coupled photonic crystal waveguides and its application to an all-optical AND logic gate},
  author = {Jandieri, Vakhtang and Onoprishvili, Tornike and Khomeriki, Ramaz and Erni, Daniel and Pistora, Jaromir},
  journal = {Optical and Quantum Electronics},
  volume = {51},
  number = {4},
  pages = {1--15},
  year = {2019},
  publisher = {Springer}
}