AeLee Im

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

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
(Gen)AI
MS Azure ML
MS Azure AKS

Werdegang

Berufserfahrung von AeLee Im

  • Current 1 year and 10 months, since 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 years and 7 months, Jan 2021 - Jul 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 months, 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 years and 4 months, Dec 2012 - Mar 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 years and 10 months, 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

  • Current 7 years and 9 months, since 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 years, Mar 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 years, Mar 2003 - Feb 2007

    Bio-systems Engineering

    Seoul National University

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

Sprachen

  • Korean

    C2 (Verhandlungssicher / Muttersprachlich)

  • English

    C1 (Fließend)

  • German

    C1 (Fließend)

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