Angelina Gerbolt

Angelina Gerbolt Email and Phone Number

Data Scientist | GenAI & Machine Learning Engineer | Lecturer | Educator @ Caterpillar Inc.
deerfield, illinois, united states
Angelina Gerbolt's Location
Kazakhstan, Kazakhstan
About Angelina Gerbolt

Experienced data scientist with a successful five-year track record spanning academia, retail, FinTech, and IT. Proficient in crafting diverse data products, including predictive models, business-logic automation, and machine learning.In addition to my data science expertise, I am an accomplished educational content creator and dynamic lecturer, specializing in comprehensive courses on data science and analytics. I am passionate about demystifying programming and other IT skills, striving to make this knowledge accessible to all.

Angelina Gerbolt's Current Company Details
Caterpillar Inc.

Caterpillar Inc.

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Data Scientist | GenAI & Machine Learning Engineer | Lecturer | Educator
deerfield, illinois, united states
Website:
caterpillar.com
Employees:
50927
Angelina Gerbolt Work Experience Details
  • Caterpillar Inc.
    Senior Data Scientist
    Caterpillar Inc. May 2024 - Present
    Almaty, Kazakhstan
    I work on developing a translation service tailored to meet the in-house needs of the company, covering 32 languages. In addition to this, I am actively involved in a project centered around AI multi-agent systems, contributing to the design and implementation of advanced AI solutions.
  • Outpeer.Kz
    Data Science And Analytics Lecturer
    Outpeer.Kz Nov 2022 - Present
    Astana, Kazakhstan
  • Kazdream Technologies Llc
    Data Scientist
    Kazdream Technologies Llc Dec 2021 - Apr 2024
    Almaty, Kazakhstan
    • Developed an MVP for an automated web data collection parser using Python and Selenium, streamlining the process of gathering labelled data for various traffic-based machine learning tasks.• Utilized state-of-the-art CV deep learning models to detect and classify objects of 17 different classes in vehicle X-ray image analysis for the Kazakhstan's customs digitalization project.• Engineered a Python micro-service for validating the accuracy of mobile base station data. This innovative solution not only ensured data integrity and correctness but also played a pivotal role in rectifying the majority of errors attributed to human factors.
  • American Corner And Maker Space Astana
    Programming And Robotics Lecturer
    American Corner And Maker Space Astana Sep 2017 - May 2022
    Nur-Sultan, Kazakhstan
    Teaching courses on Python programming, data science and machine learning, the basics of building electronic circuits and microcontroller programming using Arduino UNO microcontroller. Designing the curriculum, preparing visual presentations and theoretical background for the courses, conducting lectures, organizing and supervising practical activities.
  • Kaspi.Kz
    Data Miner
    Kaspi.Kz Jul 2021 - Dec 2021
    Almaty, Kazakhstan
    • Applied data mining and statistical analysis techniques for large-scale data analysis to drive business optimization.• Developed client profiling and segmentation tactics for targeted marketing campaigns, while also conducting A/B tests to validate different hypotheses.• Acquired and processed data from primary and secondary sources, maintaining complex data models and reporting systems.• Generated daily and monthly reports and addressed ad-hoc requests.
  • Mechta Market Llp
    Business Analyst
    Mechta Market Llp Nov 2020 - Jun 2021
    Nur-Sultan, Kazakhstan
    Gathered and analyzed customer, marketing, and web behavioral data, leveraging insights to create a dynamic monthly marketing costs report in Power BI. Presented regularly to senior management, this report served as a foundation for strategic decisions, facilitating the optimization of costs and refining marketing strategies.
  • Nazarbayev University
    Machine Learning Researcher
    Nazarbayev University Jul 2019 - May 2021
    Nur-Sultan, Kazakhstan
    Participated in a research initiative focused on applying machine learning techniques to analyze DNA microarray chip data, aiming to achieve early cancer detection and precise classification of diverse cancer types.• Treating DNA microarray data as a large-scale machine learning problem in hope to better understand the task of early cancer detection and classification.• Data collection, preparation and cleaning, application of various feature selection/extraction techniques.• Applying text mining and information retrieval techniques for data labeling.• Utilizing supervised learning methods for cancer classication problem.
  • Haileybury Astana
    Robotics Teacher
    Haileybury Astana Jan 2018 - Jun 2018
    Astana, Kazakhstan
    Teaching primary and secondary school children the basics of robotics and program-ming using Arduino-based and LEGO robotic kits. Development of teaching methods, preparation of study plans and lesson materials.
  • Robotron Aspandau
    Robotics And Programming Instructor
    Robotron Aspandau Sep 2016 - Dec 2017
    Astana, Kazakhstan
    Teaching children (6-14 years) the basics of robotics and programming in Scratchand C++ programming languages, building electronic circuits based on Arduino Uno microcontroller, 3D modeling and prototyping using Blender and FreeCAD.
  • Tns-Intec
    Junior Design Engineer
    Tns-Intec Oct 2015 - Mar 2016
    Nur-Sultan, Kazakhstan
    Prepared and edited technical documentation, data sheets, contracts and agreementletters with foreign suppliers in English. Translated the technical documentation and manuals for waste oil treatment equipment from English to Russian.
  • Nazarbayev University
    Undergraduate Research Intern
    Nazarbayev University Jun 2013 - Aug 2013
    Nur-Sultan, Kazakhstan
    Worked in a team of students integrating Xsense MVN motion capture system and KUKA YouBot mobile manipulator robot.• Installation and maintenance of Xsense MVN motion capture system.• Collecting data sets and creating the database of motion types of human arm.• Developing an algorithm for motion recognition using principal component analysis (PCA) and linear discriminant analysis (LDA).• Implementing algorithms in Matlab and C/C++.

Angelina Gerbolt Education Details

Frequently Asked Questions about Angelina Gerbolt

What company does Angelina Gerbolt work for?

Angelina Gerbolt works for Caterpillar Inc.

What is Angelina Gerbolt's role at the current company?

Angelina Gerbolt's current role is Data Scientist | GenAI & Machine Learning Engineer | Lecturer | Educator.

What schools did Angelina Gerbolt attend?

Angelina Gerbolt attended Nazarbayev University, Nazarbayev University, University Of Wisconsin-Madison, Green River Community College, Ucl.

Who are Angelina Gerbolt's colleagues?

Angelina Gerbolt's colleagues are Daniel Nicolette, Rajeesh Kumar, Katie Jones, Regina Williams, Pedro Almeida, Jeremy Middleton, Jeff Mueller.

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