Steven Chu

Steven Chu Email and Phone Number

Senior Data Scientist at Capital One
Steven Chu's Location
College Park, Maryland, United States, United States
Steven Chu's Contact Details

Steven Chu work email

Steven Chu personal email

n/a
About Steven Chu

Data Scientist | 5 Years in Financial Industry• Led and managed multiple data science projects that enhanced operational efficiency, saving the company thousands of labor hours annually. Demonstrated expertise in machine learning, predictive modeling, and data analytics to drive data-driven decision-making.• Developed and implemented Python-based solutions for data collection, data processing, exploratory data analysis, machine learning, and Natural Language Processing (NLP). Optimized machine learning models through hyperparameter tuning, data preprocessing, and feature engineering, and contributed to projects tackling large-scale data challenges.Analyst | Hedge Fund• Analyzed global market data, constructed financial models, and conducted comprehensive research on companies. Delivered visualized insights and strategic recommendations to the CEO, contributing to a 3% market outperformance and helping the firm avoid a potential 20% loss.

Steven Chu's Current Company Details

Senior Data Scientist at Capital One
Steven Chu Work Experience Details
  • Capital One
    Senior Data Scientist - Principal Associate
    Capital One Feb 2022 - Jun 2024
    Mclean, Va, Us
  • Capital One
    Data Scientist - Senior Associate
    Capital One Jan 2020 - Jan 2022
    Mclean, Va, Us
  • University Of Maryland
    Teaching Assistant
    University Of Maryland Apr 2019 - Dec 2019
    College Park, Md, Us
  • Public Company Accounting Oversight Board (Pcaob)
    Data Scientist Intern, Business Intelligence
    Public Company Accounting Oversight Board (Pcaob) Jun 2019 - Aug 2019
    Washington, Dc, Us
    • Collected data from websites and leverage Beautiful Soup and Regex to extract key information• Led a Text Mining project using gigabytes of text data to predict rare financial outcome. Use NLP tools such as NLTK, spaCy, and gensim to preprocess data for keyword search and Tf-idf weighting.• Improved data quality by handling imbalanced data and applied feature selection techniques.• Developed supervised machine learning models such as SVM, Logistic Regression, Naive Bayes, and Random Forest. Created pipeline to streamline the process and optimized hyperparameters, achieving a well-received model with 80%+ accuracy and 70%+ recall.
  • Stevens First Principles Investment Advisors
    Analyst Intern
    Stevens First Principles Investment Advisors Sep 2017 - May 2018
    Newport Beach, Ca, Us
    • Provided in-depth analysis on global companies including industries, operations, strategies, and built financial models for valuation, which helped the company outperform the market by more than 3%.
  • Quantum International Corp (Qic)
    Analyst Intern
    Quantum International Corp (Qic) Feb 2015 - May 2015
    Taipei, Taipei, Tw
    •Completed quantitative and qualitative analysis on target companies, such as earnings, competitive advantage, and market outlook using Capital IQ to help senior analysts.•Monitored company’s databases to ensure financial statements’ accuracy, and updated the company’s monthly financial metrics via Excel financial models.

Steven Chu Skills

Financial Analysis Data Analysis Python Statistical Data Analysis Financial Modeling Machine Learning Data Mining Data Visualization Big Data Microsoft Excel Microsoft Word Microsoft Powerpoint Sql R Git Leadership Teamwork Team Leadership English Mandarin Korean Excel Models Excel Pivot Business Analytics Visualization Data Analytics Big Data Analytics Natural Language Processing Tableau Predictive Modeling Deep Learning Keras Tensorflow Predictive Analytics Apache Spark Numpy Visual Basic For Applications

Steven Chu Education Details

  • University Of Maryland - Robert H. Smith School Of Business
    University Of Maryland - Robert H. Smith School Of Business
    Business Analytics
  • Ucla
    Ucla
    General
  • National Taiwan University
    National Taiwan University
    General

Frequently Asked Questions about Steven Chu

What is Steven Chu's role at the current company?

Steven Chu's current role is Senior Data Scientist at Capital One.

What is Steven Chu's email address?

Steven Chu's email address is st****@****one.com

What schools did Steven Chu attend?

Steven Chu attended University Of Maryland - Robert H. Smith School Of Business, Ucla, National Taiwan University.

What skills is Steven Chu known for?

Steven Chu has skills like Financial Analysis, Data Analysis, Python, Statistical Data Analysis, Financial Modeling, Machine Learning, Data Mining, Data Visualization, Big Data, Microsoft Excel, Microsoft Word, Microsoft Powerpoint.

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