Steven Chu work email
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Steven Chu personal email
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.
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Senior Data Scientist - Principal AssociateCapital One Feb 2022 - Jun 2024Mclean, Va, Us -
Data Scientist - Senior AssociateCapital One Jan 2020 - Jan 2022Mclean, Va, Us -
Teaching AssistantUniversity Of Maryland Apr 2019 - Dec 2019College Park, Md, Us -
Data Scientist Intern, Business IntelligencePublic Company Accounting Oversight Board (Pcaob) Jun 2019 - Aug 2019Washington, 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. -
Analyst InternStevens First Principles Investment Advisors Sep 2017 - May 2018Newport 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%. -
Analyst InternQuantum International Corp (Qic) Feb 2015 - May 2015Taipei, 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
Steven Chu Education Details
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University Of Maryland - Robert H. Smith School Of BusinessBusiness Analytics -
UclaGeneral -
National Taiwan UniversityGeneral
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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