Twinkle Sindha

Albany, New York

Email: adxn81@r.postjobfree.com Linkedin: https://www.linkedin.com/in/twinkle-sindha-9b3b25205/ Telephone : 838-***-****

Summary of Skills

Experience with supervised and unsupervised methods in machine learning, data mining, data visualisation and analysis, statistical analysis, business economics, and quality management. Programming skills in SQL, R/Rstudio, Python, and Matlab; facility with Microsoft Office suite including Excel, and Powerpoint for presentations. Comfortable with writing reports, and fluent in English, Hindi and Gujarati.

Education

MS, Mathematics/Data Science Expected May 2023

University at Albany, SUNY (GPA: 3.6/4.0)

MS, Mathematics March 2018

Sardar Patel University, Gujarat, India (GPA: 3.0/4.0) BS, Mathematics March 2016

Natubhai V Patel College of Pure and Applied Sciences Vallabh Vidhyanagar, Gujarat, India (GPA: 3.4/4.0) Research Experience (projects)

Breast Cancer - Wisconsin (Diagnostic) Data Set- 1995(USA) December 2021 Used data science methods such as Classification, K-Means Clustering, and Regression to identify traits and patterns linked to recurrent cases of breast cancer in women in order to identify better follow-up care for those with higher risk of recurrence events. Results from the different methods used were also compared to find a better performing contender. Work was performed in Python. Analysis of Netflix Stock Price Data April 2022

Using Time Series Analysis techniques such as Linear Regression, the Random Forest Model and the K-Nearest Neighbors (KNN) algorithm, we predicted stock prices for upcoming months based on time series data of stock prices. Work was performed in python. Work Experience

Teacher - Atmiya Green School June 2018 - November 2019 Zadeshwar, Bharuch, Gujarat, India

Maths Teacher in Primary Section

Community Service

Secretary - Social Services portfolio June 2014 - May 2016 As an undergraduate, I helped to organise seminars to spread awareness on social issues, as well as organising and teaching evening classes that provided a learning environment for local homeless and slum children in Gujarat, India.