skushneryuk / cv

Kushneryuk Sergey's CV

skushneryuk's CV

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

A little bit about myself:

• 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

Working experience

• 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

Other experience

• 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)

My interests:

• 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

What I am looking for:

• 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

My contacts

• Mail
• Telegram
• LinkedIn