Talk to sales Try for Free
Sergej Jurev

Sergej Jurev

Business Analyst

Followers of Sergej Jurev618 followers
location of Sergej JurevLimburg, Flemish Region, Belgium

Connect with Sergej Jurev to Send Message

Connect

Connect with Sergej Jurev to Send Message

Connect

  • Timeline

  • 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