Anton Klochkov Email & Phone Number

St Petersburg City, Russia

St Petersburg, St Petersburg City, Russia

Develop Yandex OCR (optical character recognition) system. I focused on improving existing solutions related to B2B and B2C Yandex products. All my improvements statistically significantly improved online and offline metrics by X% and XX%: — I was main contributor of development mobile version of neural network model with substantial on-device text recognition quality gains;— I designed and developed several key components for new features which uplifts for key business metrics;— I maintained OCR production service for more then million users: integrated new neural network inference engine for speed up inference by more then 3 times, improved several algroithms in terms of recognition quality and speed. — I mentored and trained several interns and teammates;

St Petersburg, St Petersburg City, Russia

As Team Leader I'm responsible for project and team management, technical leading. The projects I led were included R&D activities in several domains: deep visual odometry (DeepVO, D3VO, etc.), object detection (hand gesture recognition), mobile robotics and SLAM (ROS).Key technologies in my teams: C++, Python, Pytorch, Pytorch-Lightning, Mediapipe, Keras, TFLite, GitLab, MLFlow, ROS, rtabmap, SLAM. Key achievements: — Managed the two R&D teams (approx. 10 employees).— Managed and developed driving internal startup — OfficeSnail.com;— Developed project work plans and allocated resources;— Worked closely with external stakeholders to understand the brief; demonstrated progress throughout the projects;— Mentored juniors during projects by providing technical guidance and advice for their work (research and development);— Initiated development of CI/CD practices for testing and checking by linters.

Санкт-Петербург, Россия

As R&D Engineer I’m responsible for development of architecture and key components of the systems, technical leading. I have wide experience in different tools and technologies: C++, Python, Pytorch, Pytorch Lightning, Docker, Git, Linux, Jupyter, LaTeX, Mediapipe, WanDB, MLFlow, Keras, SQLite, PostgreSQL, OpenCV, NumPy, sklearn, etc. Key achievements:— Developed Deep Learning-based application for the embedded platforms (NVIDIA Jetson AGX Xavier, NVIDIA Jetson Nano) on C++ with LibTorch and TFLite frameworks. — Researched and implemented deep learning models for embedded platforms from several domains: deep visual odometry, object segmentation, object recognition. Core common technologies: Python, PyTorch, Pytorch Lightning, Tensorboard/Mlflow/WanDB, NumPy, Albumentations. — On their own initiative developed CI/CD pipelines for GitLab: speed up code review by more than 2 times.

Санкт-Петербург, Россия

As developer I was responsible for development different features for the main product of the company — Complete Anatomy. I have been involved in the development of various resource-intensive algorithms (dictionary lookup using reverse index, ray casting), optimization of existing data loading algorithms.Key achievements: — Implemented a "3D Pen" tool for the Complete Anatomy 2019 on Objective-C and C++.— Optimized at least 2 times a data loader for the Complete Anatomy 2019 on Objective-C.— Developed a tool that speeds up the release by more than 4 times on Objective-C.

Master'S Degree, Computer Science, 4.89

Joint master's program of JetBrains and ITMO University. The most liked subjects: — Algorithms and data structures; — С++ programming; —.

Bachelor'S Degree, Computer Science, 5

Activities and Societies: — Sound producer at university events; — Volunteer at programming contests at the university (ACM ICPC.