Andrii Pylypenko

Angestellt, Senior Machine Learning Engineer, Hitachi
Krakow, Poland

Skills

ML
Computer Vision
LLM
Data Science
Keras
scikit
TensorFlow
PyTorch
NumPy
Python
Terraform
Azure
GCP
RAG
Kafka
MongoDB
PostgreSQL
Pinecone
Spacy
Transformers
Deep Learning

Timeline

Professional experience for Andrii Pylypenko

  • Current 2 years and 3 months, since Oct 2023

    Senior Machine Learning Engineer

    Hitachi

    - Developed Gen-AI-powered tools for in-depth comparative analysis of extensive technical specifications of power plant stations, enabling efficient decision-making and insights extraction. - Designed AI-powered solutions leveraging Computer Vision to transform Single-Line Diagrams (SLDs) into 3D representations, streamlining engineering workflows and enhancing visualization.

  • 1 year and 7 months, Apr 2022 - Oct 2023

    Senior Software Consultant, ML/AI Engineer

    Sift

    Developed and owned an internal tool allowing to efficiently conduct offline experiments for investigating score shifts and drifts in fraud detection machine learning models. The tool enabled scoring of billions of events, significantly reducing the time and cost required for there experiments and enhancing convenience and usability for the team.

  • 2 years and 2 months, Feb 2020 - Mar 2022

    Senior Software Consultant, ML/AI Engineer

    TUI

    Designed and implemented a software application utilizing OCR and Computer Vision techniques to verify and process various types of vouchers and tickets, enhancing automation and accuracy in validation workflows.

  • 2 years and 2 months, Nov 2017 - Dec 2019

    Senior Software Consultant, ML/AI Engineer

    PepsiCo

    Created an AI-powered fraud detection application for a marketplace, leveraging advanced algorithms to efficiently identify and flag prohibited goods, ensuring compliance with platform policies and regulations.

  • 2 years and 6 months, Jun 2015 - Nov 2017

    Software Developer

    DataArt

    Contributed to the development of various applications, specializing in distributed backend systems and machine learning-driven solutions, delivering scalable and intelligent software architectures

Languages

  • English

    Intermediate

  • Polish

    Intermediate

  • Russian

    Fluent

  • Ukrainian

    First language

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