ASHISH KUMAVAT

*** ******** *****, *********, ** 94085 C: 650-***-**** acwzxk@r.postjobfree.com

I have a 2+ years of experience using stats and machine-learning to find useful insights in data. I also have experience presenting those insights with dashboards and automated reports, and I am good at public speaking.

Programing Languages: Python, R, SQL

Tools and software: R studio, Matlab,Spark,

Matplotlib, ggplot, Numpy, Pandas, Bigdata,

Tableau, Microsoft Excel,, Linux, VMware

Workstation, Penetration Test tools.

Predictive modeling, Statistics, Algorithm, Machine Learning, Data Mining, supervised learning,

unsupervised learning, bagging, random forests,

boosting, Support Vector Machine, k-nearest

neighbor, k-means clustering, principal components analysis, subset, shrinkage, dimension reduction,

Hypothesis Testing, Time series analysis

Data Scientist, 01/2016 to Current

Choice International Inc – Sunnyvale, CA

Responsible for implementing data mining and statistical machine learning solutions to various business problems such as sales lead scoring, supply chain optimization, demand forecasting, and targeted marketing.

Developed prediction algorithm using advanced data mining algorithms to classify similar properties together to develop sub-markets; each zip code was divided into submarkets using advanced data mining techniques.

Optimized factors for sales conversions and designed an algorithm for deal recommendations for a large daily deals website.

Developed audience extension models relying on decision trees, random forest, logistic regression, and other categorical data

Business Data Analyst, 09/2015 to 12/2015

DHHS – Lincoln, NE

Created, revised and documented back-end business processes used to load client and distributor data into production databases.

PROFESSIONAL SUMMARY

SKILLS

WORK HISTORY

Executed quality control checks in the form of SQL queries to ensure data integrity and enforce business rules.

Performed ad-hoc requests for clients using Excel and customized SQL queries to extract and format requested information.

Used Agile Management Methodologies to determine best practices for the new processes. Business Data Analyst, 05/2014 to 08/2015

Choice International Inc-Intern – Sunnyvale, CA

Direct weekly cross-functional team meetings as part of the forecast, inventory, and sales operations continuous improvement process.

Produced databases, tools, queries, and reports for analyzing, summarizing, and root causing board failure data. Versed in finding patterns and trends in complex, multivariable data sets. Captured and documented business requirements for Data Warehouse System. Mined data from multiple sources to produce reports in MS Excel using advanced features. Random Forest Model Predicting a Biological Response – Kaggle Project Logistic regression model to predict Probability to Default in Credit card payment in Bank Data K- Nearest Neighbor for Diagnosing Cancer

Hypothesis Testing using F-test and Chi-square for categorical variables to identify predictive variables

Extracting information from the machine generated logs in Hadoop ecosystem using Python Regex and populate the database table for efficient modeling and visualization Implementation of Stateless firewall using Python

MBA: Information Systems, 2015

International Technological University - San Jose, CA Bachelors of Commerce: Accounting, 2013

Mumbai University - Mumbai, India

PROJECT

EDUCATION

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