Summary
Overview
Work History
Education
Skills
Websites
Affiliations
Accomplishments
Timeline
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ADITYA BINDRA

Saint Paul,MN

Summary

Data Scientist with a proven track record in modeling and data visualization across various sectors. Proficient in Python and data-driven decision-making, I successfully enhanced customer acquisition and retention strategies, and developed innovative solutions that significantly improved marketing effectiveness at my last job. Prior to that, I helped a Fortune 100 client with critical clinical trials, supporting their statistical needs. Recognized for delivering impactful insights and mentoring peers.

Overview

6
6
years of professional experience

Work History

Data Scientist

Mille Lacs Corp. Ventures
St. Paul, USA
02.2023 - 05.2025
  • Developed and maintained predictive models to boost customer acquisition and retention, as well as to identify customer segments for targeted marketing.
  • Generated actionable insights and visualizations from huge volumes of customer data.
  • Designed and maintained a model to translate business queries written in natural language to SQL commands.

Decision Scientist

Mu-Sigma
Bangalore, India
06.2019 - 05.2021
  • Developed and presented end-to-end data science and ML solutions for F100 clients using Python, SQL, SAS, and R.
  • Generated actionable insights for clients using techniques like regression, ANOVA, Cox proportional hazard ratio, propensity score matching, A/B testing, etc. on enormous panel data
  • Pitched and developed a computer vision pipeline for predicting tumor response to cancer treatment, improving the accuracy of detecting progression by 17% compared to the previous best-in-class model.
  • Led the automation of validating data refreshes, and reduced the average time spent on exploration by 4 hours in an engagement of 100+ employees.
  • Mentored new recruits, helping the Mu Sigma University program in teaching problem-solving and Python to over 150 peers.

Education

Master of Information Systems Management -

Carnegie Mellon University
Pittsburgh, PA, USA
12.2022

Bachelor of Technology - Electronics and Comm. Engineering

Vellore Institute of Technology
Vellore, TN, India
05.2019

Skills

  • Python
  • SQL
  • Machine learning
  • Natural language processing
  • Deep learning
  • Predictive modeling
  • Time series analysis
  • Dimensionality reduction
  • Feature engineering
  • Big data analytics
  • PyTorch
  • Pandas
  • NumPy
  • PySpark
  • Scikit-learn
  • A/B testing

Affiliations

  • Hiking/Camping
  • Drawing
  • Researching equities and investing

Accomplishments

  • Rewarded with a Spot Award for consistency of deliverables and high performance (Mu-Sigma)

Timeline

Data Scientist

Mille Lacs Corp. Ventures
02.2023 - 05.2025

Decision Scientist

Mu-Sigma
06.2019 - 05.2021

Master of Information Systems Management -

Carnegie Mellon University

Bachelor of Technology - Electronics and Comm. Engineering

Vellore Institute of Technology

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ADITYA BINDRA