Dmitriy Bleklov Email & Phone Number

Bulgaria

Sofia, Sofia City, Bulgaria

•Was responsible for the computer vision part for race recommendation service as a full-cycle ML engineer: from building data pipeline to model training and deployment. Improved performance metrics up to 10 times;•Trained and fine-tuned foundation models to reduce time response by 50%;•Closely collaborated with Project Managers to develop business requirements that​ completely meet client expectations•Participated in the reading club sessions with 5 articles reviewed

Sofia, Sofia City, Bulgaria

Prepared datasets included more than 1 million picturesImproving detection, classification image models for tasks affiliated with sport events. Organised MLops pipeline for training models with following deploying to production.

Moscow, Moscow City, Russia

• Created a pipeline for automated neural network training for text detection and recognition(Pytorch-lightning, Hydra, ClearML). That made the pipeline twice faster.• Developed a generator of synthetic data(OpenCV). Increased the accuracy of the models by up to 60 mAP without any budget for assessors.• Contributed to an OCR service backend(Flask, FastAPI, Docker). The prediction is two times faster than commercial solutions like Google Tesseract.• Prepared a text recognition model for inference on GPU and CPU(TensorRT, C++, OpenVino). Reduced the inference time up to 4 times.• Participated in the reading club sessions. Reviewed more than five articles in deep learning.

Moscow, Moscow City, Russia

•From scratch, prepared pipelines for data labeling, which boosted the labeling speed up to 4 times;•Trained detection and segmentation models, improved their accuracy by 20%;•Managed the data labeling team of 10 people. The team annotated more than 20000 images;•Developed a backend for a faulty car parts detection service (Detectron2, Catalyst). Used modern techniques like distillation to speed up 2 times the model inference.

Moscow, Russian Federation

Voronezh Region, Russian Federation

Develop and optimize design of cable accessories for high voltage XLPE Cable.Developing and testing heat-shrinkable cable accessories up to 42 kV.Carrying out of test to determine the hyperelastic model of LSR-materials.Calculations of electric fields in cable accessories, and also calculation interface pressure between cable insulation and stress-cone with confirmation of the experimental data. ( I have big experience work with ANSYS, MAXWELL, ELCUT, MATLAB, AUTOCAD ).

Developed methods for test cable system.

Doctor Of Philosophy (Ph.D.), High Voltage Electric Power And Electrical Engineering

Master'S Degree, High Voltage Electric Power And Electrical Engineering