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KrivchenkoEgor/README.md

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Егор Кривченко

CIO / CDTO / IT Director | 21+ years | ByteDance, X5 Retail, ER-Telecom


👤 About Me

IT executive with 21+ years of experience building and scaling technology functions in retail, telecom, manufacturing, and internet companies. Managed teams up to 560 people and budgets up to 1 B RUB.

  • 🔭 Currently: Head of R&D at ByteDance (douyin, tiktok, capcut) — leading cross-regional teams (Russia, India, Africa, EU) in content moderation AI and computer vision
  • 🏢 Previously: IT Director at ER-Telecom (7 engineering teams, SAP migration, BSS 1B RUB), Development Director at Run-Plant (smart manufacturing, IoT, 70 devs across 4 countries), IT Director at X5 Retail Group / Pyaterochka (launch from zero to 108 stores)
  • 🌱 Expertise: Digital transformation, Lean/Agile, ERP (SAP, 1C), ML/AI, IoT, microservices, CI/CD, strategic IT leadership
  • 🧠 Languages: Russian (native) · English (B1) · Chinese (B1)
  • 📫 Reach me: LinkedIn

🧰 Core Competencies

Area Technologies & Methods
Digital Transformation IT strategy, organizational design, Lean, Agile, Scrum, SAFe
Enterprise Systems SAP (ERP, BI, HANA), 1C, Netcracker BSS/OSS, Camunda BPMS
Infrastructure & Cloud Kubernetes (1000+ containers), OpenNebula, CI/CD, microservices
Data & ML Clickhouse, PostgreSQL, neural networks, computer vision, BI systems
IoT & Hardware LoRaWAN, STM32, embedded systems, industrial automation
Retail & Telco Billing systems, loyalty programs, EDI, eTOM, retail automation
Leadership Building teams 10→560, international hiring (Asia, LATAM, EU), internal dev schools

💼 Career Highlights

Period Company Role
2021–now ByteDance (China) Head of R&D — douyin, tiktok, capcut, didi, ixigua
2019–now ER-Telecom (Novosibirsk) IT Director — 7 teams, 68+ people, SAP, BSS 1B RUB
2018–2019 Run-Plant (SPb + China) Development Director — smart manufacturing, 70 devs, 30K users
2015–2018 NPM-Group (Novosibirsk) IT Director — milkbox, yotask, beerbox, IoT hardware
2005–2015 X5 Retail Group / Pyaterochka (Novosibirsk) IT Director — 0→108 stores, M&A, loyalty programs

🛠️ Tech Stack

                             

🔥 GitHub Stats

GitHub Streak

Top Langs


🚀 Personal Projects

A collection of side projects exploring ML, CV, data science, and automation:

Project Description
🤖 GigaCheck — AI Text Detector Browser extension for Yandex Browser (Chromium): detects whether a text was written by a human or AI via Sber GigaCheck, with AI/Human/Mixed probabilities
🏪 Retail Location Analyzer Geocoding, buildings/apartments, competitors via OSM, demographics, my-gkh.ru enrichment
🛸 DroneDet Real-time ML-based drone detection from audio signals
🦴 Cobb Angle Automatic scoliosis measurement from spinal X-rays
🧺 Market Basket Analysis Association rule mining with Apriori algorithm
📊 RFM Analysis Customer segmentation via KMeans + classical RFM (27 segments)
🔗 The Theory of Handshakes Recursive OSINT parsing of company relationship networks from checko.ru
📹 VStarcam Converter Convert .h264 IP camera footage to standard MP4
🩻 DICOM to Video Convert CT/MRI DICOM series to video
👶 Find a Photo of Your Child Find photos with specific person among thousands using InsightFace
🎯 findtits YOLO11 custom object detection — educational example
🏋️ trainingyolo YOLO training launcher and computer vision tutorials
🔄 opencode-proxy-agentrouter Agent routing proxy for LLM tool orchestration
📥 VK Video Download ⑂ Fork — download videos from VK

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