Daniel Boros

Experience

• 

  GetPro Kft.

  Sept 2012 - Aug 2018

  Principal CFO

  The main profile of the company was education. As CFO was my job to take care of the financial stability and I was responsible for accounting. When I had time for it, then I taught advanced mathematics and mechanics classes to engineering students.

• 

  Geological and Geophysical Institute of Hungary

  Jun 2016 - Aug 2016

  Trainee
• 

  GymPiper Ltd.

  Sept 2018 - now

  Chief Technology Officer

  I am responsible for the whole software development department, including the mobile and web apps, and the backend. My job is to plan a scalable system behind our services that gives our customers the best user experience. In this process, I have to cooperate with everybody whose working on this project and lead the new developers to join the project as easy as possible. This project requires the following stack:- backend in Rust (Tokio, Axum, Tower, Actix)- advanced typescript- Hasura, Graphql- Google Cloud Platform- deep knowledge of React and React-Native infrastructure- python programming and AI skills like keras/tensorflow Show less

• 

  AI Research Group @ Eötvös Loránd University, Institute of Mathematics

  Jun 2021 - now

  Researcher

  - AI development in Rust (Candle-rs)- Maintain of stochastic-rs Research topics- Deep learning the Hurst parameter of linear fractional processes and assessing its reliability (https://onlinelibrary.wiley.com/doi/10.1002/qre.3641)- Parameter estimation of the rough stochastic correlation process described with a fractional Ornstein-Uhlenbeck process. Comparing the results from the existing statistical tools with results from AI simulations.- Generate fractional stochastic processes efficiently to provide synthetic data to train deep neural networks. (stochastic-rs)- Applying the SCP in the Heston model, where the basic approach is that the correlation between the price and the volatility processes is time-independent and constant.- Parameter estimation of the Heston and the rough Heston model in the case of the SCP. Show less

• 

  Kadasolutions

  Dec 2022 - now

  Senior Software Engineer

  - Backend development is Rust (Tokio, Axum, Tower, Actix, Rumqtt, Rayon)- AI development in Rust (Candle, OpenCV-Rust, Ort (Onnx), Tch-rs, Mistral-rs, Ndarray, Rayon, Similari-rs)- Data preprocessing in Rust (GeoRust)