← В ленту
middle
Регистрация: 03.04.2025

Kirill Sheshulin

Специализация: Machine Learning Engineer
— Machine Learning Engineer with 4 years of experience. — Delivered 20% cost reduction through automated defect detection, 30% fewer assembly errors via real-time monitoring, and 60% reduction in false positives for the theft detection algorithm. — Specializes in scalable AI solutions in computer vision and real-time systems. Publications: — Computer Vision System for Monitoring User Attention - March, 2024. — Deep Learning Models Selection and Adaptation for X-Ray Image Processing - November, 2021. Patents: — Module for Recognizing Structural Elements of an Assembly Product - January, 2024. — Software for Predicting Crop Yields - June, 2023.
— Machine Learning Engineer with 4 years of experience. — Delivered 20% cost reduction through automated defect detection, 30% fewer assembly errors via real-time monitoring, and 60% reduction in false positives for the theft detection algorithm. — Specializes in scalable AI solutions in computer vision and real-time systems. Publications: — Computer Vision System for Monitoring User Attention - March, 2024. — Deep Learning Models Selection and Adaptation for X-Ray Image Processing - November, 2021. Patents: — Module for Recognizing Structural Elements of an Assembly Product - January, 2024. — Software for Predicting Crop Yields - June, 2023.

Скиллы

Python
Machine learning
Computer vision
SQL
PyTorch
TensorFlow
Scikit-learn
Pandas
NumPy
Matplotlib
Docker
FastAPI
TensorRT
ONNX
ClearML
Confluent Kafka

Опыт работы

Machine Learning Engineer
с 07.2021 - По настоящий момент |Open-Code
Machine learning, Computer vision
Developing and implementing computer vision and machine learning solutions to optimize manufacturing processes, enhance quality control, improve workplace safety, and boost operational efficiency. Designed and deployed object detection, real-time tracking, action recognition, and analytics systems that automated defect detection, inventory management, assembly monitoring, and safety compliance leading to significant cost reductions, accuracy improvements, and productivity gains.
Machine Learning Engineer
01.2021 - 07.2021 |Startup company
Machine learning
Developed an audio-based activity scoring algorithm, automating performance tracking.
Machine Learning Engineer
09.2020 - 12.2020 |ITMO University
Machine learning
Built a medical imaging system for jaw X-ray analysis.

Образование

Machine Learning Engineering (Магистр)
2022 - 2024
ITMO University
Computer Science (Бакалавр)
2018 - 2022
Samara State Technical University

Языки

ЯпонскийБазовыйАнглийскийВыше среднегоРусскийРодной