Hello. My name is Sergey Kushneryuk
This repo contains my CVs in both English and Russian which can be found above or by just clicking corresponding links
- Student of Joint Master's program Math of Machine Learning at Skoltech University and Higher School of Economics (HSE University)
- Currently started working on thesis on acceleration of image2image diffusion models under Alexander Korotin
- BSc Applied Mathematics and Computer Science in MIPT (Moscow Institute of Physics and Technology)
- Department of Image Recognition and Text Processing founded by ABBYY
- Advanced DS-program with in-depth and thorough studies of Classical ML, Deep learning, Mathematical Statistics (AB-test, ANOVA), Time series forecasting, Bayesian Statistics and Generative models, RL, NLP, CV
- Second grade student at Yandex School of Data Analysis, Machine learning developer academic program
- Summer 2024 - Internship at Tinkoff AI Center, Applied NLP Team, as MLE - Python, Pytorch, Transformers.
- Training of NER models for text anonimization (names, telephone numbers, addresses, etc.)
- Development of system for text clusterization (project on Semi-supervised clusterization of texts for summer practice at Skoltech)
- Summer 2022 - Internship at Meteum.AI team as MLE - Python, Tensorflow, SQL, etc.
- Conducting experiments on improvement of short-term precipitation prediction model (nowcasting) with users’ reports
- Analysis of weather forecasting for business task
- Summer 2021 - Internship in Yandex (Yandex.Weather team) as SWE - C++, Go, Python. One can say Yandex is a "Russian Google"
- Developed 4 new weather scenarios for voice assistant Alice and set up experiments for their AB-testing
- 2020 - 2021 - Tutor on competitive programming for school students (basic Algorithms and Data Structures, Python, C++) and preparation for school students state exam in maths
- Took part in several competitive programming contests and different olympiads:
- 1/2 ICPC (Northern Eurasia Finals)
- 1/4 ICPC (Moscow Regional Contest)
- All-Russian university student Olympiad "I am Professional" in Maths (winner)
- All-Russian university student Olympiad "I am Professional" in AI (medalist)
- Multiple awards in All-Russian school student Olympiads in Maths, Physics and Programming during school years
- Experience of using multiple technologies, both from SWE and MLE worlds. All of them are mentioned in my CV (Russian version)
- Generative modeling: Diffusion models, GANs
- Anything with "time":
- Time series and Random processes, Markov Chains
- Stochastic analysis and SDEs
- Their applications in Mathematical finance and Economics
- Other stuff: competitive programming, functional programming, theoretical ML, maths, etc
- TOP PRIORITY: Phd program in Generative AI (Diffusion models, Schrödinger Bridge, Optimal Transport) after graduation from MSc program in 2025
- (alternatively) Job after graduation from MSc program
- Research projects in Generative AI, Diffusion models and Optimal transport