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AeLee Im

Angestellt, Product Owner-Data Science Solutions, Schaeffler
Kronberg, Deutschland

Fähigkeiten und Kenntnisse

Data Analysis
Machine learning
Natural Language Processing (NLP)
Forecasting Model Developing
Python
R
Text Mining
Data-driven strategy making
Solution consulting
Statistical Analysis
SQL
SAS
SPSS
MatLab
Technology Trend Analysis
Emerging research prediction
citation analysis
R&D planning
Deep learning
AWS
Google CoLab
TRIZ expert(LEV.2)
Design of Experiment DOE
AI
Generative AI
MLOps
LLMOps
RAG
Vector Database

Werdegang

Berufserfahrung von AeLee Im

  • Bis heute 11 Monate, seit Aug. 2024

    Product Owner-Data Science Solutions

    Schaeffler

    - Responsible for whole life cycle of data science solutions, i.e., initiation, scoping, development, operation and management - In-house consulting for a data driven business & industrial strategy via cutting edge Data & (Gen)AI technology

  • 3 Jahre und 7 Monate, Jan. 2021 - Juli 2024

    Data Science Associate Manager

    Accenture

    - Developing GenAI solution - ML Ops & LLM Ops - AWS certified architect & ML specialist - Leading data science, ML & Deep learning solution & product development

  • 6 Monate, Sep. 2019 - Feb. 2020

    Business Development Analyst (Working Student)

    FINANCE ELEMENTS GmbH

    Data driven business development- Developed prototype of forecasting model to identify new business opportunity, key success factors or potential KPI for advising sustainable business solution

  • 4 Jahre und 4 Monate, Dez. 2012 - März 2017

    Solution Consultant

    Thomson Reuters

    - Project lead & account solution consulting lead for data analytics consulting projects for data driven decision making, sustainable business strategy forecast modeling, business intelligence and customized data base implementation for various industries - Global collaboration & client requirement management

  • 3 Jahre und 10 Monate, Feb. 2009 - Nov. 2012

    Research Engineer

    Samsung Electronics Co., Ltd.

    - Research Engineer who was in charge of development of innovative electronics as well as discovering the novel materials for electronics converged with bio-engineering and MEMS/NEMS technology - Innovative problem solving expert as an international certified TRIZ experts(Lev. 2) - Professional internal lecturer to teach innovative problem solving theory within company

Ausbildung von AeLee Im

  • Bis heute 6 Jahre und 10 Monate, seit Sep. 2018

    Project Management and Data Science

    HTW Berlin

    Data analysis (statistical model building, Python/R/MatLab programming, SAS/SPSS analysis, machine learning, deep learning, Natural Language Processing(NLP), Image recognition(Mask R-CNN) and real-time image processing)

  • 2 Jahre, März 2007 - Feb. 2009

    Bio-systems Engineering

    Seoul National University

    - Experimental statistics, Electronic engineering, Bio-engineering, biology - Title of thesis: Development of Electrical Stimulation System for Tooth Regeneration in-vitro using Human Dental Pulp Stem Cells

  • 4 Jahre, März 2003 - Feb. 2007

    Bio-systems Engineering

    Seoul National University

    Bio-engineering, Mechanical engineering, Electronical engineering, manufacturing engineering

Sprachen

  • Koreanisch

    Muttersprache

  • Englisch

    Fließend

  • Deutsch

    Fließend

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