Aleksandra Malysheva Email & Phone Number

San Francisco, Ca, Us

San Francisco, Ca, Us

San Francisco Bay Area

Mountain View, California, United States

Developed physical simulation utilizing MuJoCo and OpenSim for exoskeleton control, resulting in a 1000x increase in speed of humanoid environment simulation.

Zurich, Switzerland

• Implemented a neural compression algorithm via TensorFlow being a part of JPEG-XL team.
• Achieved 43% compression improvements compared to standard JPEG compression with the same time of decoding

Berlin, Germany

Implemented JAX improvement of off-policy deep reinforcement algorithm being a part of Game Theory Group.

Berlin, Germany

Designed and implemented new Deep learning methods for multi-speaker speechgeneration in the NeMo framework based on PyTorch, Python

Saint Petersburg, Russian Federation

Agent Systems and Reinforcement Learning

Saint-Petersburg, Russia

Researcher in two groups Agent Systems and Reinforcement Learning and Machine Learning Applications and Deep LearningReproduce and develop new methods for training AI agents that can be effective in their tasks in a multitude of environments.

Jeju, South Korea

- Selected as one of the 24 participants from 562 applicants in 50+ countries- Implement a multi-agents control algorithm using graph neural networks- Collaborate with Tegg Sung

Санкт-Петербург, Россия

Organize practical classes in Reinforcement learning for undergraduate and graduate students.

Muscle strain level prediction using body sensor data– Applied different ML algorithms for prediction of musculoskeletal injuries.– Took part in the development of machine learning - based solution warning the worker about the risk of injury.

Санкт-Петербург, Россия

Summer internship for students– Took part in the development of human model navigation controller for CrowdAI competition. – Modified Deep Deterministic Policy Gradients algorithm by adding potential function.

Doctor Of Philosophy - Phd, Computer Science

Master'S Degree, Machine Learning And Data Analysis, 5

Bachelor'S Degree, Science In Computer Engineering, 4,8

Activities and Societies: – Key Courses: Advanced algorithms and data structures, Bioinformatics, Numerical analysis, Optimization.

Bachelor'S Degree, Science In Computer Engineering, 4,9

Bioinformatics, 5

Activities and Societies: Identification of autoantibodies associated with Alzheimers disease

5Th International Winter School On Big Data

It is research training event with a global scope aiming at updating participants on the most recent advances in the critical and fast.