Data Scientist/Python/R/spark/SAS
Resume:
Rishanki Jain
Data Scientist
Data Scientist with 3 years of experience who takes pride in programming craftsmanship, jumping profound into code, and continually honing the predictive modelling,machine learning skills.One question that drives me always- How can we make this world a better place? Everything else simply follows. Currently completed my Masters in Business Analytics at OSU and now looking for full-time positions in Data Science
Experience
2018-01 -
present
Data Scientist
Comcast Cable Pvt Ltd, Philadelphia
• Developing an Automated Pyspark script for Variable Reduction on Big Data(12000 Variables) using PCA/NN/Random Forest to reduce the entire modelling time by 38%
(initial process took 8 hrs).
• Interacted with clients, generated requirements in order to develop a Binary classification model with (900 variables and 20 million rows) to predict prospect to customer conversion over a 60 days cycle using Keras deep learning procedures with python on the GPU environment.
• Conducted training sessions for the Data Science Team( 20-25 members ) on
"Introduction to Keras,Its application, usage, recommendations" etc. [[Check_Github]] 2017-05 -
2017-08
Data Science Intern
Comcast Cable Pvt Ltd, Philadelphia
• Developed Automated Model-Enhancement Module as a part of End-to-End Machine Learning pipeline using Pyspark . Adopted by the Senior Leadership Team; the module brought down the model development effort by 40% and increased no of models by 30%.
• Developed a Binary classification model to predict premium channel upgrade for Comcast video customers over 90 days cycle using Pyspark MLlib- RandomForest. The model went into the production giving KS-value of 37.8 2015-01 -
2016-05
Data Analyst
Apsidata Solutions Pvt Ltd, India
• Developed churn rate model for AIRTEL (Indian telecom company) using logistic regression and determined the socio-economic factors that were affecting the business all using R, SAS.
• Market Survey Research Data Analysis (7K variables) for an Airline company and completely automated the graphs for the dashboard using Tableau, SAS, MS-Excel.
[[Check_Blog]]
Education
2016-05 -
2018-05
Masters in Business Analytics, Oklahoma State University, Stillwater
"SAS Global Forum Student-Symposium Scholarship Award, 2018"
"Analyticx-Experience Scholarship Award", "SCSUG Dallas Scholarship Award, 2017 " Project on Bitcoin Price Forecasting using Web Search and Social Media Data by implementing ARIMAX models and studying Grangers Causality Test [[Check_Blog]]
•
Paper on Sentiment Analysis on YouTube Movie Trailer comments to determine the impact on Box-Office Earning: [[Check_Blog]]
•
Developed a Price Elasticity Demand Model for Founders Brewing Company to determine the elasticity of own and competitor beer brands for all regions using regression models.
•
2011-06 -
2015-05
Bachelors in E.C Engineering, Uttar Pradesh Technical University, India Paper published in the (IJAREIE) Vol. 1, Issue 1, Oct 2014 ISSN 2393-8501 “A Comparative Overview of Energy Storage Technologies for Low Power Consumption Electric Applications-an overview’’
•
Visual based application built to perform Hand Gesture Recognition of Sign Language (GRSL) using MATLAB.
•
Personal Info
Address
1724 W Diamond Street, Unit-2
Philadelphia, PA
19121
Phone
********.****@*****.***
My Blog
https://counterdatastrike.wordpress.com
/
GitHub
https://github.com/rishanki
https://www.linkedin.com/in/rishanki-
jain94/
Technical Skills
Pyspark (MLlib, GraphX, Dataframes) on
Cloudera
Hadoop V-2.4
SQL(Hive, Teradata, MySQL)
R language
SAS-(Enterprise Guide, Miner, Base)
Linux, Unix
Tableau
MS-Office
Master's Courses
Statistics -I, II
Predictive Modelling/ML Algorithms
Deep Learning
Time Series Forecasting
Data-Mining
Bachelor's Courses
Mathematics-I,II
C++ language
Integrated Circuits
Contact this candidate