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ISL-0111/README.md

Ilseop(Shawn) Lee

Data Scientist in Training | Duke University('26)

I am a Master’s Candidate in Data Science at Duke University, leveraging my background in Human Resource Management and the Energy Industry to drive impactful insights through advanced analytics. I specialize in Natural Language Processing (NLP), Object Detection (Computer Vision), and Machine Learning.


📎Area of Interest

  • Machine Learning - Building predictive and prescriptive models
  • Natural Language Processing(NLP) - Processing text data to extract insights, such as tendency and emotion classification Reference
  • Data Engineering - Building data pipelines and deploying services Reference
  • Statistical Modeling - Transforming data into strategic implications Reference, Referene
  • Computer Vision - Object detection and semantic segmentation Reference
  • Domain Knowledge - Power & Utility Industry, Human Resource Development & Management (HRM/HRD)

💻Technical Skills


  • Programming: Python(Scikit-learn, Pandas, Numpy), R
  • Data Processing: SQL, Databricks
  • Skills: NLP, Machine Learning, Data Visualization, Data Pipeline

Certification:

  • AWS AI practitioner('25)
  • Project Management Professional(`16)
  • Engineering Information Processing(`15)

📈 Education


  • Duke University- MS in Data Science(`26)
  • Konkuk University- BA in Information Science & BA in Business Administration (Dual Degree)

🏆 Award


  • 3rd Prize at the Data Utilization Contest, Ministry of Trade, Industry, and Energy of Korea(`15)

Pinned Loading

  1. IDS703_NLP_Project_Political_Tendency_Analysis IDS703_NLP_Project_Political_Tendency_Analysis Public

    Forked from AlejandroParedesLT/NLPizza_final_project

    Natural Language Processing Final Project_Model Fitting and Performance Evaluation

    Jupyter Notebook

  2. IDS706_DataEngineering_Final_Project IDS706_DataEngineering_Final_Project Public

    Forked from PeterdeGuzman/deGuzmanLeeRodriguezFennie_FinalProject

    Data Engineering Final Team Project

    Jupyter Notebook

  3. IDS702_Unveiling_Obesity_Dynamics IDS702_Unveiling_Obesity_Dynamics Public

    Forked from cathylyirang/IDS702_Project_Group_5

  4. nogibjj/Mini_PJT_11_Using_the_Databricks_Platform nogibjj/Mini_PJT_11_Using_the_Databricks_Platform Public

    Python

  5. IDS720_Opiod_Regulation_Policy_Analysis IDS720_Opiod_Regulation_Policy_Analysis Public

    Forked from MIDS-at-Duke/opioids-2024-optoid-drug-mortality-group5

    opioids-2024-optoid-drug-mortality-group5

    Jupyter Notebook

  6. Mini_PJT_12_Dockerized-Application Mini_PJT_12_Dockerized-Application Public template

    Python