Igor Popov

Igor Popov Email and Phone Number

ML Engineer | Computer Vision @ IREX.ai
santa clara, california, united states
Igor Popov's Location
Tbilisi, Georgia, Georgia
About Igor Popov

I am a Computer Vision Engineer (RnD) with 5.5 years of industrial experience, pursuing a Master degree in AI. I am passionate about solving various challenging CV problems, data-centric approach, inference optimization and efficient ML pipelines design. I have worked on a variety of projects, including segmentation, detection, OCR, and classification, and I am always open to new experiences in related fields.Some of my major achievements include:1. Developed a face detection and keypoints regression model that improved accuracy by 1.75% and was 10x faster than previous models.2. Increased the accuracy of a price recognition project by 8% and reducing its memory footprint by 73%.3. Created a lightweight rail tracks segmentation model with an IoU of 98.3 and a recognition range of over 150m for a self-driving traintelegram: @ponjoru

Igor Popov's Current Company Details
IREX.ai

Irex.Ai

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ML Engineer | Computer Vision
santa clara, california, united states
Website:
irex.ai
Employees:
3
Igor Popov Work Experience Details
  • Irex.Ai
    Computer Vision Engineer
    Irex.Ai Aug 2022 - Present
    Moscow City, Russia
    * Designing and implementing models for Human Detection, Crowd Counting, Face Detection with keypoints* Real world data mining, data preprocessing, auto-labeling, labeling supervision* Implementing complex training pipelines, conducting experiments, model surgery* Optimizing models for cpu inference* Evaluating and analyzing models performance
  • Ailet
    Computer Vision Engineer
    Ailet Oct 2020 - Aug 2022
    Москва, Россия
    * Designing and implementing models for Pricetag Detection, Price Detection, Price Recognition (ocr), Products Classification* Implementing continuous complex training pipelines, conducting experiments* Labeling supervision* Optimizing models for GPU and mobile inference* Evaluating and analyzing models performance
  • Ао Нииас
    Software Engineer, R&D Ml Department
    Ао Нииас Oct 2019 - Oct 2020
    Санкт-Петербург, Россия
    * Designing and implementing models for multi-class and binary Image Segmentation with noisy labels* Implementing training pipelines, conducting experiments* Researching image segmentation improvement by video processing* Model optimization for GPU* Literature review, paper writing, paper presentation
  • Its
    Software Developer
    Its Jun 2018 - Jul 2019

Igor Popov Education Details

Frequently Asked Questions about Igor Popov

What company does Igor Popov work for?

Igor Popov works for Irex.ai

What is Igor Popov's role at the current company?

Igor Popov's current role is ML Engineer | Computer Vision.

What schools did Igor Popov attend?

Igor Popov attended Санкт-Петербургский Политехнический Университет Петра Великого, Itmo University.

Who are Igor Popov's colleagues?

Igor Popov's colleagues are Andrey Drogolyub, Daniel Eborall, Mba, Alex Peterson, Denis Annenkov, Vadim Rybin, Roman Rasshivkin, Manolo Guillen.

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