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Malt Strategy
Meng-Chieh LingML

Meng-Chieh Ling

Data Scientist

€800/day
Frankfurt, DE
3-7 years

Average response time: 1 hour

About Meng-Chieh

I am a data scientist with 5 years of working experience.
Data science is something I like to do and something I am good at. That I dig deep into the data to gain extra insight is one of my key edges.

  • Chinese

    Native or bilingual

  • English

    Fluent

Can work on-site
Frankfurt (up to 10km)

Experience

  • Cosnova
    Data Scientist
    FASHION AND COSMETICS
    January 2022 - Today (4 years and 5 months)
    Sulzbach, Germany
    Led the end-to-end development and deployment of pipelines using
    OpenAI LLMs, RAG, and LangChain for product name cleaning,
    translation, and product/category prediction, reducing operational
    costs by 99%.
    - Collaborated with stakeholders to perform prompt engineering,
    optimizing results by translating business needs into effective, clear
    instructions for LLMs.
    - Spearheaded trend insight extraction workflows with LLMs, delivering
    key insights to the executive board that directly informed company
    strategy and product development.
    - Built a warehouse sample search system based on Pantone color
    codes, greatly accelerating product sample retrieval.
    - Worked closely with data engineers and DevOps to deploy workflows
    to production in Kubernetes and monitor with MLFlow.
    Pandas Python Scikit-learn openai langchain
  • AGT International
    Senior Data Scientist
    April 2018 - September 2019 (1 year and 5 months)
    Darmstadt, Germany

    • Data mining with domain knowledge, statistics analysis, and visualization.
    • Problem definition and model development.
    • Applying machine learning on prediction and anomaly detection.
    • Supporting production code implementation.
    • Supporting intern recruitment.
    • Meta data collection with web scraping.
  • AGT International
    Data Science Intern
    October 2017 - March 2018 (5 months)
    Darmstadt, Germany

    • Behaviour analytics algorithm development.
    • Intergroup dynamics analysis.
    • Data cleansing, validation, and annotation.
Check out Meng-Chieh's experience

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Education

  • Doctor of Philosophy (PhD), Theoretical and Mathematical Physics
    Karlsruhe Institute of Technology
    2016
    Doctor of Philosophy (PhD), Theoretical and Mathematical Physics
  • Data Science
    The Data Incubator
    2017
    Data Science
Check out Meng-Chieh's education

Skill set (15)

Python
Machine learning
TensorFlow
NLP
Computer vision
Time Series
Tutorial
web crawling
Deep Learning
Pandas
Nltk
Scikit-learn
Text mining
openai
langchain

Categories