Experience

Rheo AI

• United States
• Software Development
• 1 - 100 Employee

• Junior Data Scientist

  • Jul 2023 - Present

  Chennai, Tamil Nadu, India



WorldQuant University

• United States
• E-Learning Providers
• 1 - 100 Employee

• Applied Data Science Lab

  • Jul 2022 - Jul 2023

  Completed 6 out of 8 projects which involves : Project1: Housing in Mexico ✓Load data into a pandas DataFrame ✓ Clean and combine messy data ✓Examine the relationship between variables using correlation. ✓Create insightful visualizations like histograms, scatter plots, and bar charts. Project 2:Housing in Buenos Aires ✓Load multiple CSV files into a pandas DataFrame ✓Clean messy data with a wrangle function ✓Create a machine… Show more Completed 6 out of 8 projects which involves : Project1: Housing in Mexico ✓Load data into a pandas DataFrame ✓ Clean and combine messy data ✓Examine the relationship between variables using correlation. ✓Create insightful visualizations like histograms, scatter plots, and bar charts. Project 2:Housing in Buenos Aires ✓Load multiple CSV files into a pandas DataFrame ✓Clean messy data with a wrangle function ✓Create a machine learning pipeline with feature encoding and imputation ✓Create insightful visualizations like a Mapbox scatter plot, a heatmap, and a bar chart for model coefficients Project 3: Air Quality in Nairobi ✓Get data from a MongoDB database ✓Explore and clean time series data. ✓Build autoregression models. ✓Tune hyperparameters. Project 4: Earthquake Damage in Nepal ✓Extract data from a SQL database ✓Perform a randomized train-test split ✓Build a logistic regression model for classification ✓Build a decision tree model for classification ✓Tune model hyperparameters Project 5: Bankruptcy in Poland ✓Navigate a file system using the command line ✓Load and save files using Python ✓Work with imbalanced data using resampling ✓Build ensemble models like random forest and gradient boosting trees ✓Evaluate a classification model using precision and recall Project 6: Customer Segmentation in US ✓Conduct complex exploratory data analysis on one of the biggest datasets in the DS lab, and compare sub-populations using a side-by-side bar chart. ✓Apply key concepts of unsupervised learning into practice by building an k-means model. ✓Conduct feature selection for clustering based on variance. ✓Reduce high-dimensional data using principal component analysis (PCA). ✓Design, build and deploy a Dash web application. Show less



Career Development & Placement Cell, IIT Ropar

• India
• Higher Education
• 1 - 100 Employee

• Departmental Placement Coordinator

  • Mar 2022 - Jul 2023

  India



ProvokeU foundation

• Content Writer

  • Aug 2021 - Jul 2023

  Chennai, Tamil Nadu, India



Siruthuligal foundation

• Education Mentor

  • Jun 2021 - Jul 2023



OpenGenus Foundation

• Japan
• Software Development
• 1 - 100 Employee

• Machine learning developer,Intern

  • Feb 2022 - May 2022