Ivan Rodin Email & Phone Number

Turin, It

PhD student working on a topic Action Anticipation from Egocentric (First-person) Vision.- Developed DNNs for processing egocentric videos and solving action anticipation task;- Prepared a survey on egocentric future prediction;- Introduced the task of untrimmed action anticipation and the baselines for it;- Working with different input data modalities, working with SOTA models on action recognition/anticipation and object detection (CNNs, RNNs, transformer-based models)

Development of online course on neural networks. Worked on several ML courses:- Preparing study materials;- Lecturing;- Checking students' assignments

Eindhoven, North Brabant, Netherlands

Working on demo showing the applicability of action recognition and anticipation models inthe personal health domain. Project involved:- Data collection and annotation;- Fine-tuning SOTA models;- Implementing them into a tool capable of online video processing using GoPro API, Flask and PyTorch.

Moscow, Moscow City, Russia

Intern Data Scientist @ Philips Research RussiaI worked on development of deep learning architectures for automated chest X-Ray analysis: in particular:- Image classification and captioning;- Label extraction from radiology reports;- Developed interpretable and multi-modal network and performed experiments on MIMIC-CXR dataset

Moscow, Moscow City, Russia

Analyst @ Tax Technology and Transformation team- Development and testing of Web-based tools for preparation of tax reports;- Preparing software documentation;- Development of telegram chatbot for tracking the tax-related regulatory news.

Moscow, Russia

Worked on rule-based spam-filtering and feature engineering

Student researcher @ Research group "Methods of Collection, Analysis and Visualization of Text Information", led by prof. Boris Mirkin- Scrapping and parsing the online media with Python;- Extracting keywords and relationships between them;- Visualization of static and dynamic graph structures using GraphStream Java library;- Cluster analysis: applying the core-shell clustering algorithms to the extracted graph structures.

Moscow, Moscow City, Russia

Teaching assistant @ Algorithms and Data Structures coursePreparation of studying materials for students, checking home assignments and tests

Master Of Science - Ms, Data Science

Bachelor Of Science - Bs, Applied Mathematics And Informatics