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San Francisco, CA
... in Chemistry) GPA: 3.6/4.0 September 2011 - May 2015 EXPERIENCE & PROJECTS Projects Present • Built a Group Lasso Logistic regression model to determine if patients have Alzheimer disease with 70%+ AUC using leave one out cross validation based on ...
- 2021 Feb 21
Berkeley, CA
... ● Spam Email Classifier: Used logistic regression, feature engineering and NLP to create classification software to discern between ham and spam e-mails. ● Predicting COVID spread: Developed a linear model that achieved 95% accuracy in predicting ...
- 2021 Feb 19
Hercules, CA
... Regional Logistic Manager for Asia and set up the logistics & distribution hubs for Indonesia & China to reduce the delivery lead time by 70% that boost sales by 30%. Steel Asia Manufacturing Corporation, Logistics Manager, 3/2008 to 1/2009. Reduced ...
- 2021 Feb 17
San Leandro, CA
... • Provided turnover insights by using logistic, linear regression and generating data visualization via histogram table, Boxplot with packages ggplot2, tidyverse etc. • Calculated accuracy and precision by split values into ML (Machine Leaning) for ...
- 2021 Jan 20
San Francisco, CA
... Coordinated with Logistic centers on Product Take-back and eWaste policy & processes. Established programs for Conflict Minerals with global teams for strategy, policy, goals and tools to drive, monitor, assure and report responsible sourcing of ...
- 2020 Dec 18
San Francisco, CA
... Built Complex PDF auto generation for Tablets for logistic delivery. Built Field service Management system for Trucks to Deliver goods on time. Built a AX Portal with for Inventory Management and Time card approvals. Built automatic notification ...
- 2020 Dec 10
Novato, CA
... ● Applied logistic regression and random forest for classifying fraudulent transaction. ● Achieved a recall score of 0.9042 and 0.8847, F1 score of 0.9294 and 0.9123 for the two algorithms, respectively. Next Word Prediction Feb. 2020 ● Preprocessed ...
- 2020 Dec 07
Dublin, CA
... Skills: Microsoft Office (Excel, Word and PowerPoint) ML Models: KNN, Decision Trees, Random Forest, Naïve Bayes, Logistic Regression CERTIFICATIONS: Tableau Desktop Specialist issued by Tableau Software (No expiration) Tableau Analyst issued ...
- 2020 Nov 23
San Francisco, CA, 94122
... To classify social media text as the event unfolds, we used Logistic Regression to extract features and a Random Forest as the classifier. We achieved 91% accuracy. Daystar ITC Tehran, Iran Senior Software Designer April 2008 - Nov. 2014 Artomim ...
- 2020 Nov 20
San Francisco, CA
... KEY PROJECTS ML Algorithms Implementation From Scratch • Implemented in Python, from scratch, Linear Regression, Logistic Regression, Naive Bayes, Decision Trees, Random Forest, K-means clustering, drop-column and permutation feature importance, etc ...
- 2020 Nov 17