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Sergej Jurev

Sergej jurev

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location of Sergej JurevLimburg, Flemish Region, Belgium
Phone number of Sergej Jurev+91 xxxx xxxxx
Followers of Sergej Jurev618 followers

  • Timeline

    Feb 2018 - Oct 2020

    Business Analyst

    UHasselt
    Jul 2018 - Aug 2018

    Summer Intern AI

    Accenture
    Jan 2019 - Jan 2021

    Business Analyst

    2imagine
    Feb 2020 - Jan 2022

    Management Consultant

    AniCura Herckenrode
    Oct 2020 - Jan 2022

    Business Analyst

    Savemak Vastgoed Mee-denkers
    Feb 2021 - Sept 2021

    Innovation Lab Engineer

    SAP
    Feb 2022 - Feb 2024

    Machine Learning Engineer

    Mediaan Conclusion
    Current Company
    Apr 2024 - now

    Freelance ML/MLOps engineer

    dataconsultant.ai

  • About me

    Freelance ML/MLOps Engineer | Empowering companies with impactful AI solutions

  • Education

    • Uhasselt

      2015 - 2019
      Bachelor's degree business and information systems engineering

    • Uhasselt

      2019 - 2021
      Master's degree business and information systems engineering

    • Syddansk universitet - university of southern denmark

      2020 - 2020
      Summer school (bachelor level) computer science

      The Deep Learning Summer School at SDU offered students the opportunity to learn the theoretical background of cutting-edge machine learning applications.Concepts covered by this intensive 2-week summer school:- Machine learning fundamentals (lin. and log. regression, loss optimization, gradient descent)- Dense neural networks- Stochastic gradient descent- Regularization (L1, L2, dropout, data augmentation, early stopping)- Convolutional neural networks (2D convโ€ฆ Show more The Deep Learning Summer School at SDU offered students the opportunity to learn the theoretical background of cutting-edge machine learning applications.Concepts covered by this intensive 2-week summer school:- Machine learning fundamentals (lin. and log. regression, loss optimization, gradient descent)- Dense neural networks- Stochastic gradient descent- Regularization (L1, L2, dropout, data augmentation, early stopping)- Convolutional neural networks (2D conv, pooling, edge detection)- Recurrent neural networks (design patterns, GRU, LSTM)- Optimizations (batch normalization, initializations, pre-training)These concepts were applied daily during exercise sessions in Python (Keras). The summer school concluded with an applied project in image classification with convolutional neural networks, where my team achieved +93% testing accuracy by using an image generator to expand the provided dataset and by designing a deep architecture inspired by VGG-16. Show less

  • Experience

    • Uhasselt

      Feb 2018 - Oct 2020
      Business analyst

      ๐Š๐ž๐ฒ ๐š๐œ๐œ๐จ๐ฆ๐ฉ๐ฅ๐ข๐ฌ๐ก๐ฆ๐ž๐ง๐ญ๐ฌ:โ€ข Made significant contributions to shaping the international marketing strategy.โ€ข Improved marketing platform performance in attracting new prospects.โ€ข Developed a BI environment for marketing performance analysis.โ€ข Collaborated with stakeholders to align the digital marketing with faculty priorities.โ€ข Managed marketing channels for promoting master courses.๐“๐ž๐œ๐ก๐ง๐จ๐ฅ๐จ๐ ๐ข๐ž๐ฌ: Python, R Script, PowerBI, Google Maps API

    • Accenture

      Jul 2018 - Aug 2018
      Summer intern ai

      ๐Š๐ž๐ฒ ๐š๐œ๐œ๐จ๐ฆ๐ฉ๐ฅ๐ข๐ฌ๐ก๐ฆ๐ž๐ง๐ญ๐ฌ:โ€ข Designed a business case and prototype using mixed reality in the insurance industry.โ€ข Created a 3D demo powered by Microsoft Hololens.โ€ข Participated in design thinking trainings and public speaking sessions.โ€ข Collaborated with students from diverse business and IT backgrounds.๐“๐ž๐œ๐ก๐ง๐จ๐ฅ๐จ๐ ๐ข๐ž๐ฌ: Microsoft Hololens, Unity, C#, Python

    • 2imagine

      Jan 2019 - Jan 2021
      Business analyst

      ๐Š๐ž๐ฒ ๐š๐œ๐œ๐จ๐ฆ๐ฉ๐ฅ๐ข๐ฌ๐ก๐ฆ๐ž๐ง๐ญ๐ฌ:โ€ข Streamlined business processes by identifying standardized procedures and necessary improvements.โ€ข Enhanced efficiency for debugging developers by implementing new automations.โ€ข Improved customer interaction by increasing project transparency.๐“๐ž๐œ๐ก๐ง๐จ๐ฅ๐จ๐ ๐ข๐ž๐ฌ: Python, BPMN, Jira

    • Anicura herckenrode

      Feb 2020 - Jan 2022
      Management consultant

      ๐Š๐ž๐ฒ ๐š๐œ๐œ๐จ๐ฆ๐ฉ๐ฅ๐ข๐ฌ๐ก๐ฆ๐ž๐ง๐ญ๐ฌ:โ€ข Supported management during the transition to the AniCura ecosystem.โ€ข Identified key partners for the demand of specialized surgical care.โ€ข Accelerated projects on the business and IT side of the veterinary practice.๐“๐ž๐œ๐ก๐ง๐จ๐ฅ๐จ๐ ๐ข๐ž๐ฌ: Python, PowerBI, Google Maps API

    • Savemak vastgoed mee-denkers

      Oct 2020 - Jan 2022
      Business analyst

      ๐Š๐ž๐ฒ ๐š๐œ๐œ๐จ๐ฆ๐ฉ๐ฅ๐ข๐ฌ๐ก๐ฆ๐ž๐ง๐ญ๐ฌ:โ€ข Delivered financial insights with the development of data pipelines and a BI environment.โ€ข Automated repetitive tasks for administrators through containerized back-end applications.โ€ข Enabled better understanding of market trends by creating tools to track competing property offerings.โ€ข Empowered real estate agents with a process management environment.๐“๐ž๐œ๐ก๐ง๐จ๐ฅ๐จ๐ ๐ข๐ž๐ฌ: Python, Docker, Azure, API's, PowerBI, ERP

    • Sap

      Feb 2021 - Sept 2021
      Innovation lab engineer

      ๐Š๐ž๐ฒ ๐š๐œ๐œ๐จ๐ฆ๐ฉ๐ฅ๐ข๐ฌ๐ก๐ฆ๐ž๐ง๐ญ๐ฌ:โ€ข Attracted future consultants by managing an innovative showcase of SAP career potential.โ€ข Designed and developed a hybrid (on-prem + cloud) AI-powered application.โ€ข Participated in software demos and supported presales activities.๐“๐ž๐œ๐ก๐ง๐จ๐ฅ๐จ๐ ๐ข๐ž๐ฌ: Python, Docker, PyTorch, React, API development, MQTT, Amazon S3

    • Mediaan conclusion

      Feb 2022 - Feb 2024
      Machine learning engineer

      ๐Š๐ž๐ฒ ๐š๐œ๐œ๐จ๐ฆ๐ฉ๐ฅ๐ข๐ฌ๐ก๐ฆ๐ž๐ง๐ญ๐ฌ:โ€ข Significantly decreased the need for manual inspection of packaged pharmaceuticals through the development, deployment and monitoring of a hybrid (cloud + edge) computer vision model.โ€ข Enabled real-time anomaly detection and predictive maintenance with the help of a data streaming pipeline for worldwide parking facilities.โ€ข Expanded an energy trading SaaS platform offering with a cloud MLOps ecosystem and a big data pipeline for pricing forecasts and portfolio management.โ€ข Facilitated the deployment of a tailored HR chat bot, ensuring high-scale availability and robust security measures.โ€ข Developed a cutting-edge computer vision offering within the agricultural sector.โ€ข Improved hospital occupancy forecasting by identifying patient care requirements, integrating external data sources and optimizing the inference speed of time-series models.๐“๐ž๐œ๐ก๐ง๐จ๐ฅ๐จ๐ ๐ข๐ž๐ฌ: Python, PowerBI, Azure, Detecron2, Prometheus, Databricks, Event Hub, Stream Analytics, Azure ML, Delta Lake, Kubernetes, MoViNet Show less

    • Dataconsultant.ai

      Apr 2024 - now
      Freelance ml/mlops engineer

  • Licenses & Certifications

  • Volunteer Experience

    • Project Manager

      Issued by Junior Consulting vzw
      Junior Consulting vzwAssociated with Sergej Jurev

    • Project Consultant

      Issued by Junior Consulting vzw
      Junior Consulting vzwAssociated with Sergej Jurev

    • Treasurer

      Issued by ESN Hasselt - Erasmus Student Network on Sept 2019
      ESN Hasselt - Erasmus Student NetworkAssociated with Sergej Jurev