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Resume

Work
Experience

June 2024 - Aug 2024

Capital One - Data Science Intern

• Improved by 2.5% the existing Recommended Sort Ranking Algorithm for the company’s car advertising platform

• Utilized Gradient Boosting for predictive modeling and conducted feature selection with wrapper method RFE

•  Worked on a Lead Estimator Model to estimate leads generated and address inherent platform biases

• Extracted valuable insights regarding user behavior, trends, and distributions and quantified relationships between clickrate and item characteristics using SQL on Snowflake

Jan 2024 - June 2024

Columbia Climate School     - Research Assistant

• Developed data overlays on sea level rise, elevation and plastic dump sites using ArcGIS and Arcpy

• Built forecasting models to predict future climate change scenarios using Python (Prophet) and to identify the effect

of climate change on global plastic dump sites

Jan 2022- Jul 2023

KPMG India - Analyst 

• Maintained databases and synthesized insights from data using SQL on BigQuery for clients

•  Leveraged Python (Matplotlib, seaborn) and R (ggplot, tidyverse, Shiny) to visualize KPI’s for multiple MNC’s

Apr 2021 - Dec 2021

Robotronix Pvt. Ltd. - Intern 

• Created a rainfall prediction system with 65% accuracy to give farmers more insight in their harvesting cycles

•  Developed a Proof-of-Concept for a Traffic Management System to detect violators using computer vision with 78%

accuracy for the Indian city of Dheradun in collaboration with the city’s municipal corporation

•  Released a prototype for a security wrist band with GPS tracking and voice recognition with WER below 7%

Skills
& Expertise

  • Languages: Python, R, C#, SQL, Javascript, PHP, C++

  • Developer Tools: Jupyter Notebook, VS Code, RStudio, Git, Microsoft Office Suite, MySQL, ArcGIS, Tableau, R Shiny

  • Libraries: Scikit-Learn, Tensorflow, Pytorch, pandas, OpenCV, Numpy, NLTK, Seaborn, Matplotlib

  • Cloud: AWS S3, Snowflake,  BigQuery, Google Colab

Education

Aug 2023 - Present

Columbia University | Master’s Degree in Data Science

Coursework : Deep Learning for NLP, Algorithms, Statistical Inference, Computer Systems (SQL, BigQuery), Exploratory Data Analysis, ML

Aug 2018 - May 2022

VIT University | Bachelor's Degree in Electronics and Communications Engineering

Coursework : Computer Communication, Probability and Statistics, Object Oriented Programming (Python, Java), Sensors and Instrumentation

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