Sijie Wu Email and Phone Number
Fascinated with numbers and passionate about using data science tools to create value and make an impact. Proficient in Data engineering, Data Analysis, Machine Learning, Data Visualization, and Marketing Analytics, skillsets include:• Programming: Python, R, STATA, SQL, Shell Scripting.• Big Data: Apache Hadoop, Hive, Spark, Cloudera, AWS.• Business Intelligence: Tableau, Power BI, Alteryx.• Statistics: Basic Statistics, Time Series, Hypothesis Testing, A/B Testing.• Machine Learning: Regression (Linear, Logistic), Instance-based (KNN, SVM), Regularization (Ridge, LASSO), Decision Tree, Bayesian (naïve Bayes, Gaussian), Clustering (K-Means, Hierarchical), Dimension Reduction (PCA, LDA, QDA), Ensemble (Boosting, Bagging, Stacking, GBM, GBT, Random Forest), NLP (Sentiment Analysis & Topic Modeling: LDA, SVM, naïve Bayes, TF-IDF, n-grams, BoW), Deep Learning (CNN, RNN) using TensorFlow.• Marketing Analytics Model: Conjoint Analysis, Backward Market Research, LTV Model, RFM Model, Churn Management, Next-Product-to-Buy Model, Customer Segmentation, Customer Journey Map, Generalized Bass Model, Scan Pro Model, Perceptual Mapping (Multi-dimensional Scaling and Attribute Rating Method), SEM, SEO, Marketing mix (4P, 4C), Paid Search Strategy, and Advertising Strategy.
Dcl Investments
View- Website:
- dclfund.com
- Employees:
- 15
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Data EngineerDcl Investments May 2020 - Present• Data Extraction: Created several web scrapers with Python to extract data of non-performing loans for strategic investment and built pipelines to tidy and wrangle data supporting analysis.• Machine Learning: Performed evaluation analysis and financial modeling in different industries to vet the opportunity. -
Data ScientistBureau Of Statistics Nov 2018 - Dec 2018• Predictive Modeling: Conducted an analysis of economic indicators for the 1st quarter of 2019 using linear regression through SPSS, which finally be a part of the report for the economic forecast.• Data Processing: Updated and preprocessed data of scale-changing companies, improved the accuracy of the database.• Data Visualization: Created 10+ visualized reports through Tableau showing operational trends by the industry for 2019. -
Data AnalystChina Unionpay Merchant Services Jul 2018 - Nov 2018• Data Processing: Improved the POS machine inventory database by data reduction and standardization through Visual Fox Pro and Excel, increasing the efficiency of data extraction by 50%.• Data Extracting & Aggregating: Screened variables and added GPS information into the system, clarifying purpose behind data.• Database Design: Collaborated with the technology team to establish connections among tables, build a web page to log into the database for web users and design employee login interface -
Financial AnalystYongjing Certified Accounts Co. Dec 2017 - Jan 2018• Auditing: Developed an audit for a real estate company, obtained audit evidence through different means.
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Business AnalystChina Development Bank Jul 2017 - Sep 2017• Accounting: Supervised operations by account check and reported feedback to senior, matched right tax rate to clients.
Sijie Wu Education Details
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3.96/4.00
Frequently Asked Questions about Sijie Wu
What company does Sijie Wu work for?
Sijie Wu works for Dcl Investments
What is Sijie Wu's role at the current company?
Sijie Wu's current role is Value-driven Data Scientist specialized in Python, R, SQL, Hadoop, and Tableau.
What schools did Sijie Wu attend?
Sijie Wu attended Washington University In St. Louis, Zhejiang University Of Finance & Economics.
Who are Sijie Wu's colleagues?
Sijie Wu's colleagues are Zijie Zhang, 李秋哲, 王伟超, Cx Song, Frankie Linyu Wang, Fabien C., Qiyan Chen.
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