Experience

 
 
 
 
 

Data Science Intern

OncoCare Analytics LLC (Bluerock Healthcare IT)

Oct 2020 – Present Chicago

Responsibilities include:

  • Orchestrating statistical analysis on CMS claims data to design, deliver informative reports to Oncology practices in the value-based care model
  • Devised a prediction system with 85% accuracy to forecast the episode costs by analyzing trends in the usage of radiotherapy treatments
  • Formulated and tuned a blend of classifiers to generate a monthly forecasting report of Super-Utilizers within an episode with recall of 89%
  • Designed interactive Tableau dashboards to indicate revenue leakages across 10+ metrics such as readmissions, hospice, ER visits, regimens, etc
 
 
 
 
 

Research Assistant

University of Illinois

Apr 2020 – Oct 2020 Chicago

Responsibilities include:

  • Spearheaded the research concept of Temporal analysis of topics in Mental Health Markers in Twitter posts of diagnosed individuals
  • Configured data pipelines to automate the identification and filtering of self-diagnosed users on Twitter, extracted 250k+ tweets of various exhibits of mental health and created a demographic inference of users with a combination of m3inference and Azure FaceClient API
  • Created graphical representation of topics distribution over 90 days to assess the progression of various symptoms and health characteristics
 
 
 
 
 

Analyst

Manhattan Associates

Sep 2016 – Jun 2019 Bangalore

Responsibilities include:

  • Piloted quantitative analysis in the TMS setting to determine the viability of performance KPIs like freight cost, trip time, and trucking capacity
  • Designed PL/SQL scripts to enhance the surge handling capacity of the Shipment planning engine to accommodate 12% more orders
  • Guided multiple specialized software enhancements in analysis, design, programming, and maintenance phase for shipper and carrier portals
  • Introduced 10+ user-friendly flow lines using Java, XHTML to substantially enhance the user experience of carrier portal of TMS application

Projects

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Studying Racial Profiling in arrests

A Machine Learning study the underlying relationship of features to examine the racial profiling in arrests made

Movie Recommendation system

A big data movie recommendation system based on a combination of context-based & content based filtering

Twitter Streaming using Spark

Live Streaming of twitter data using Apache Spark to conduct Sentiment analysis to oversee current trends

Identify Depression on Twitter

A machine-learning research to assess social media behaviour of depressed patients

Chronic Kideny disease prediction

A predictive model design to screen patients by analyzing symptoms.

Tweet Analysis

Introductory text analytics implemented to analyze the trends in an user’s twitter feed

Treatment cost prediction

A Regression approach to estimate the pricing of a treatment package at the time of admission

Document Word count

A mapreduce way of document word count using multi-threading in Python

Detection of Parkinson’s disease

Statistical analysis and modeling of voice measures of patients to predict the onset of Parkinson’s disease

Customer Churn Prediction

Analytical study to analyze key factors in an online business and predicting the customer churn rate

Certifications

Neural Networks and Deep Learning

Coursera Sep 2020
Designed and studied various architecture of Neural networks
See certificate

Python for Data Science

Udemy Jan 2020
Implemented various Machine Learning techniques in Python
See certificate

Skills

Machine Learning

Statistics

Python

SQL

Tableau

R

Marketing

Research

Contact

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