Sergey Matyukhin

Angestellt, Head of Analytics (Business Analysis & Enterprise AI), FPG Energocontract
Abschluss: PhD, Moscow Aviation Institute (State Technical University)
..., Russische Föderation

Fähigkeiten und Kenntnisse

IT-Strategie
Digitale Transformation
Künstliche Intelligenz
Generative AI
AI Governance
Leiter Digitalisierung
Enterprise architecture
TOGAF
IT-Governance
ERP
Business Intelligence
Data Analytics
Cloud Computing
Programm-Management
IT-Projektmanagement
Produktion
GDPR
RPA
Agile
Scrum
ITIL
E-Commerce
Supply chain
Stakeholder Management
Change Management
Enterprise-KI-Architektur
RAG (Retrieval-Augmented Generation)
Hybrides Retrieval
MCP (Model Context Protocol)
Retrieval-Evaluierung
Vektordatenbanken (ChromaDB)
Hybrides Retrieval BM25 RRF
Retrieval-Evaluierung nDCG MRR
Führung
KI-Governance

Werdegang

Berufserfahrung von Sergey Matyukhin

  • Bis heute 2 Jahre, seit Nov. 2024

    Head of Analytics (Business Analysis & Enterprise AI)

    FPG Energocontract

    Leading business analysis and enterprise Generative AI. Directed cross-functional teams to deliver a corporate RAG pipeline for 1C:UPP. Oversaw architecture (e5-small, BM25+RRF, custom MCP, Confluence API) and personally controlled eval (nDCG, MRR, latency) using a custom gold-set. Established AI governance framework: prompt library, safe AI policies, quality control. Achieved: documentation effort approx. -20%, production deviations approx. -40%; marketplace revenue +10%, operations effort approx. -30%.

  • 1 Jahr und 4 Monate, Apr. 2023 - Juli 2024

    Head of Software Development

    EKF Global

    Led software engineering for digital platforms in manufacturing, e-commerce, smart products, and internal systems. Partner to executive management on technology strategy and product priorities. Migrated infrastructure to the cloud, introduced CI/CD, and modernized delivery. Smart Home portfolio about +70%. ERP month-end closing effort about -50%. Automated competitor pricing: manual preparation about -40%.

  • 2 Jahre und 7 Monate, Sep. 2020 - März 2023

    Head of IT

    Bella Ltd. (TZMO S.A. Group)

    Head of IT for a European manufacturing group, reporting to the general director, in coordination with HQ in Poland. IT budget (CAPEX/OPEX), vendors, and the full IT scope: ERP, infrastructure, RPA, maintenance. OEE above 80% and equipment downtime about -15%. RPA regulatory reporting: manual effort about -75%. Agile delivery about +40%, sprint predictability above 85%. Secure exchange with HQ under GDPR.

  • 8 Jahre und 9 Monate, Juli 2011 - März 2020

    Deputy CIO

    TBM

    Deputy CIO of a nationwide distributor: 80+ branches, about 2,000 employees, IT organization of up to 60 people. Created the PMO (PMBOK, Agile, Scrum). Led ERP, CRM, BI, and document-management programs. Document approval time about -25%. CRM cross-selling about +15%. Aligned IT investment, vendors, and architecture with business strategy.

  • 9 Jahre und 3 Monate, Apr. 2002 - Juni 2011

    Head of Business Analysis

    Mvideo Managment

    Led Supply Chain IT for an enterprise SAP rollout and IPO preparation at a major electronics retailer. Designed an automated store-replenishment system on a proprietary mathematical optimization model. Improved availability, planning, and operational decisions with business leaders.

  • 1 Jahr und 9 Monate, Juni 2000 - Feb. 2002

    Software Team Leader

    Russian Branch of Ilex Medical Ltd

    Medical information Systems: development, support and integration

  • 2 Jahre und 8 Monate, Okt. 1997 - Mai 2000

    Senior Researcher

    The Institute of Informatics Problems of the Russian Academy of Sciences

    Applied research in computerscience and application software.

Ausbildung von Sergey Matyukhin

  • 3 Jahre und 2 Monate, Sep. 1994 - Okt. 1997

    Theoretical Mechanics

    Moscow Aviation Institute (State Technical University)

  • 5 Jahre und 7 Monate, Sep. 1988 - März 1994

    Applied Mathematics

    Moscow Aviation Institute (State Technical University)

Sprachen

  • Deutsch

    B1-B2 (Gute Kenntnisse)

  • Englisch

    C1 (Fließend)

  • Russisch

    C2 (Verhandlungssicher / Muttersprachlich)

  • Polnisch

    A1-A2 (Grundkenntnisse)

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