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San Jose, CA
... Long-Term Deposit Prediction of Bank Using Data Mining Techniques ● Developed predictive models using Random Forest, SVM, KNN, and Naïve Bayes to forecast customer deposit behaviors, improving call center efficiency. ● Achieved a 5% accuracy boost ...
- May 12
Hayward, CA, 94541
... •Prepared, sorted and organized up to 5000 folders for student events •Worked independently in the absence of a supervisor VOLUNTEER WORK EXPERIENCE: Saddleback Church – Lake Forest, CA Clerical/Office Support 01/2015-12/2015 Graphic Design 06/2013 ...
- May 10
San Francisco, CA, 94103
... Descriptive statistics, Hypothesis Testing, A/B Testing, Excel (Pivot tables, Data Analysis tool), Regression (Linear, Random Forest, Lasso, ridge), Classification (Logistic, Multinomial, Random forest, XGBoost, Decision Trees, KNN, SVM), Clustering ...
- Apr 29
Oakland, CA
... fire potential FIRE AND MEDICAL SERVICES Santa Rosa Napa, California, Firefighter/EMT 06/2008 - 09/2021 United States Forest Service Klamath, California Forestry Technician 05/2007 - 06/2008 Participated in general construction and upkeep of ...
- Apr 24
Campbell, CA
... ● Conducted error analysis and concluded that XGBoost with 89% recall and 96% accuracy outperformed SVM and Random Forest models. TECHNICAL SKILLS AND CERTIFICATIONS Skills: Python C++ SQL Linux MATLAB Git Pandas TensorFlow Scikit Learn MS Excel VBA ...
- Apr 23
Fremont, CA
... and convolutional neural networks (CNNs) • Strong foundation in Math ( Linear Algebra, Calculus ) Projects: Store Sale Forecasting - Championed a Kaggle project to estimate Ecuador country's store sales using random forest regression technique. ...
- Apr 12
Hayward, CA
... Data Science Projects Bank Term Deposit Marketing Prediction - [GitHub_link] • Created 5 different models (logistic regression, gradient boosting, random forest, neural network, XG boost) to predict if bank customers will purchase term deposits. • ...
- Apr 11
San Leandro, CA
... JavaScript:(8 years) JS programming, Prototype, JQuery Analytics, ML Scientific Service Oriented Architecture (SOA) Spark MLib Machine Learning algorithms, random forest, K-Means. Also worked on Spark/PySpark KPI study using Hive data where we ...
- Apr 11
Oakland, CA
... South Lake Tahoe - Corps Member ● U.S Forest Service Fire emergency (Camp support)- facilities maintenance around the camp and serving meals and beverages to firefighters. ● 15 Volunteer events- 69 volunteer hours doing community service ● Fuel ...
- Apr 06
Oakland, CA
... Our City Forest (Americorps) - San Jose, CA - Tree’s For All Coordinator September 2019 - August 2020 ●Americorps crew member working at growing the urban canopy of Silicon Valley as well as engaging the community in stewardship and education about ...
- Mar 27