Aleksandrina P.

Aleksandrina P.

Gdansk, Poland

AI Engineer

9 years of exp.


Profile Summary

I am passionate about broadly understood engineering and software development. I am currently developing particularly in the field of machine learning and data processing.

Primary Skills

Python | 7 yrsAI Automation | 5 yrsNeural Network | 10 yrsData Science Virtual Machines | 5 yrsApache Spark | 10 yrsPyTorch | 8 yrsJupyter Notebook/JupyterLab | 10 yrs

Culture Profile

In workplace, I am known for . . .
  • my dedication to continuous personal improvement.
  • my strong leadership abilities.
I thrive in environments . . .
  • where ideas are freely shared and teamwork is encouraged.
  • where I can continuously learn and develop my skills.
I struggle in environments . . .
  • that lack clear communication and organization.
  • that are overly hierarchical and rigidt.

Work Experience

Bosch Polska

Senior AI Engineer
  • Dec, 2021 - Present
  • Remote
  • Designing and implementing advanced deep learning architectures for natural language processing tasks, achieving state-of-the-art performance in sentiment analysis, text generation, and language translation.
  • Leading a team in the creation of a novel anomaly detection algorithm using unsupervised learning methods, resulting in a 30% reduction in false positives and enhancing system reliability.
  • Architecting and deploying a real-time fraud detection system leveraging ensemble learning models, effectively identifying fraudulent transactions with an accuracy of over 95%.
  • Conducting in-depth analysis and experimentation to improve model interpretability, employing techniques such as SHAP values and feature importance analysis to enhance stakeholder understanding and trust in machine learning solutions.

Skills

PythonAI AutomationAI ChatBotsAI Decision-MakingAI OptimizationAI SecurityMachine LearningData Science Virtual MachinesPyTorch

Industries

Manufacturing

Box

Software Developer
  • Jan, 2020 - Nov, 2021
  • Remote
  • Development of Machine Learning algorithms for predictive maintenance.
  • Development of features for Frontend in Angular and Backend in Python.
  • Development of an app for Ethernet throughput measurement in the gateway for automotive (C++).
  • Development of DigitalTwin project for predictive maintenance in industry blowers (Python).

Skills

PythonAI AutomationAI ChatBotsAI Decision-MakingNeural NetworkPyTorch

Industries

Internet of Things (IOT)

AVL Software and Functions GmbH

Software and Functions Engineer
  • Apr, 2015 - Dec, 2019
  • Remote
  • Developing functionalities and application software according to the functional requirements in Matlab/Simulink and C.
  • Development and maintaining software tool that supports functional development in automotive under Matlab in Scrum methodology.
  • Implementation of new functionalities and maintenance of existing ones.
  • Creating scripts in Matlab/Python, which automatize daily task.

Skills

PythonAI AutomationAI Decision-MakingAI OptimizationAI SecurityApache SparkPyTorchScrum

Industries

Manufacturing

Education

Bachelor's degree
  • Systems Engineering
  • Warsaw University of Technology, Poland
  • 2014

Certifications

Python Programming
  • Fanavaran Anisa
  • 2017
Automation with Ansible
  • Fanavaran Anisa
  • 2017
Python Data Structures by University of Michigan on Coursera
  • Coursera
  • 2019
ITIL Foundation in IT Service Management
  • AXELOS Global Best Practice
  • 2021

All Skills

  • Languages

    • JavaScript | 4 yrs
    • TypeScript | 6 yrs
    • Java | 7 yrs
    • Python | 7 yrs
  • Cloud

    • Azure | 6 yrs
    • Data Science Virtual Machines | 5 yrs
  • AI

    • AI Automation | 5 yrs
    • AI ChatBots | 2 yrs
    • AI Decision-Making | 5 yrs
    • AI Optimization | 5 yrs
    • AI Security | 5 yrs
    • Machine Learning | 9 yrs
    • Neural Network | 10 yrs
  • Databases

    • Elasticsearch | 6 yrs
  • Frameworks

    • Angular | 4 yrs
  • Libraries

    • Apache Spark | 10 yrs
    • PyTorch | 8 yrs
  • Paradigms

    • Scrum | 4 yrs
  • Tools

    • Jupyter Notebook/JupyterLab | 10 yrs