annshorn Goto Github PK

🟤 2021 - 2022: Junior Engineer (MIL Team)

Projects included working with reinforcement learning and pruning.

🟤 2020 - 2021: Junior Software Engineer (Skolkovo Institute of Science and Technology, Skoltech)

I worked with cameras, Arduino, and reinforcement learning. The main goal was to create an algorithm for automatic camera focus adjustment on objects.

More details can be read in the following article:

• Detect to focus: Latent-space autofocusing system with decentralized hierarchical multi-agent reinforcement learning

🟤 2022 - Present: PhD Student at the University of Copenhagen

I am currently engaged in the field of artificial intelligence in medicine. My project focuses on the use of eye-tracking technologies to predict diagnostic errors by radiologists.

More details can be read in the following articles:

• Recognition of radiological decision errors from eye movement during chest x-ray readings

🟤 2018 - 2020: Master in Information Science and Technology (Skolkovo Institute of Science and Technology, Skoltech)

During my master's program, I focused on Parkinson's Disease. Collaborated with colleagues to develop an automatic diagnostic system for the disease using machine learning.

More details can be read in the following articles:

• Avoiding Misdiagnosis of Parkinson’s Disease With the Use of Wearable Sensors and Artificial Intelligence
• Comparative study of wearable sensors, video, and handwriting to detect Parkinson’s disease
• Defining optimal exercises for efficient detection of Parkinson’s disease using machine learning and wearable sensors
• Distinguishing between Parkinson’s disease and essential tremor through video analytics using machine learning: A pilot study

🟤 2014 - 2018: Bachelor of Applied Mathematics and Physics (Moscow Institute of Physics and Technology, MIPT)

Graduated from the Faculty of Radio Engineering and Cybernetics, specialized in signal processing.