ANURAG BANERJEE
Columbus,OH
Summary
Data-driven MS Statistics student with 2 years of experience in data science and a passion for problem-solving. Proficient in developing SQL queries, dashboards, Python and R scripts, AI/ML and statistical models, and end-to-end pipelines for model deployment. Strong background in statistics, programming, and a commitment to continuous improvement.
Overview
3
3
years of professional experience
1
1
Certification
Work History
Graduate Teaching Associate
Ohio State University
2024.08 - Current
- Recitation leader and grader for STAT 1430: Statistics for the Business Sciences
- Tutor for STAT 1350, 1430, 1450, 2450, and 2480.
Associate Data Science Engineer
OEConnection
2022.10 - 2024.06
- Forecasted auto parts sales for US dealers to aid in inventory planning, utilizing statistical, machine learning, and deep learning techniques. Constructed a Power BI dashboard.
- Wrote a SQL stored procedure for k-means clustering from scratch in T-SQL as a part of a statistical solution.
- Predicted low confidence repair procedures on insurance estimates using NLP, Statistics and Machine Learning. Improved accuracy for some by 50%. Deployed solution to Azure.
- Led the development of a POC for an auto-parts recommendation engine, successfully demonstrating the functionality through an intuitive UI.
- Designed and implemented a churn prediction model utilizing statistical methods and machine learning algorithms to accurately anticipate customer churn in our e-commerce products. Developed an end-to-end automated machine learning pipeline on Azure for seamless integration into production.
- Skills Used: Data Science, Exploratory Analysis, Ad-hoc Analysis, Statistical Analysis, Hypothesis Testing, Simulations, Machine Learning, Deep Learning, AI, Recommendation Engine, Data Wrangling, SQL, Data Visualization, Storytelling with data, Bayesian Statistics, Agile.
- Technologies used: Python, R, SQL, Azure, Azure Machine Learning, HTML, CSS, PowerBI, Excel, MS Office, MS PowerPoint, MS Word.
Data Science Intern
Globallogic
2021.09 - 2022.01
- Analyzed resignation trends at the organization and built a machine learning model which predicts employee churn
- Presented findings to senior management
- Supported in chatbot creation with dialogflow in GCP
- Skills and Technologies Used: Python, Statistics, Exploratory Data Analysis, Data Visualisation, Machine Learning, Statistical Models, MS Power Point Presentation, MS Excel, GCP.
Education
Master of Science - Statistics
Ohio State University
2026-05
Post Graduate Diploma in Data Analytics -
Guru Gobind Singh Indraprastha University
Delhi, Delhi, India08.2022
Bachelor’s of Science (honors) Statistics -
University of Delhi
Delhi, Delhi, India06.2021
Skills
- Data Science
- Exploratory Analysis
- Ad-hoc Analysis
- Statistical Analysis
- Hypothesis Testing
- Simulations
- Machine Learning
- Deep Learning
- AI
- Recommendation Engine
- Data Wrangling
- SQL
- Data Visualization
- Storytelling with data
- Bayesian Statistics
- Agile
- Cloud Technologies
- Azure
- Azure Machine Learning/AI
Leadership roles
- Mentored a new joiner and interns at OEC
- Led the housing price prediction project at Guru Gobind Singh Indraprastha University, Delhi
- Led the smartphone buying trends project at the University of Delhi, Delhi
Achievements/ Extracurricular
- Dare for Better (OEC): Annual award, for the year 2023-2024, given by OEConnection for innovation, problem-solving abilities and overall output.
- Dare for Better (OEC): Monthly award, given in March 2023, for being innovative during the Labor Rates project by OEConnection
- Elite Silver Badge & Topper in Data Science for Engineers: Given for exceptional performance in the NPTEL course, data science for engineers
- Played in High School Basketball Team
Academic Projects
THYROID DETECTION, 05/2022, 07/2022
- Found reasons that may lead to detection of thyroid using statistics and tools like tableau, excel and python.
- Performed statistical tests for feature selection.
- Used machine learning(classical and neural networks) to predict whether a patient has thyroid.
- Performed feature engineering to improve the model performance.
- Used Python, R, Excel and Tableau.
MARKET BASKET ANALYSIS, 02/2022, 04/2022
- Analyzed the trends of products that are bought together from a supermarket under study.
- Used the FPGrowth algorithm to recommend a product if a certain product was bought.
- Used R and Excel.
MARKET ANALYSIS OF SUPERSTORE, 06/2021, 07/2021
- Used python(pandas, numpy, seaborn, matplotlib, seaborn) and excel for analysis.
- Provided insights on sales based on age, country, income, sales campaigns and other key demographics.
- Segmented customers based on buying trends. Used Python, MS Excel and MS PowerPoint.
SMARTPHONE BUYING TRENDS, 03/2020, 05/2020
- Collected data from consumers on the basis of a self-created questionnaire.
- Derived analysis results/ market trends with respect to brands, age, income, features.
- Used Google Forms, Excel and R.
Accomplishments
- Dare for Better (OEC): Annual award, for the year 2023-2024, awarded by OEConnection for innovation, problem-solving abilities and overall output.
- Dare for Better (OEC): Monthly award, awdarded in March 2023, for being innovative during the Labor Rates project by OEConnection
- Elite Silver Badge & Topper in Data Science for Engineers: Given for exceptional performance in the NPTEL course, data science for engineers
Affiliations
- Played in high school basketball team
Certification
- Data Science for Engineers (NPTEL), 07/2022 - 09/2022
- Machine Learning Specialisation (Coursera), 07/2022 - 08/2022
- SQL Intermediate Assessment (Hackerrank), 07/2022 - 07/2022
- Introduction to Stochastic Processes (NPTEL), 01/2022 - 04/2022
- R programming A-Z (Udemy), 05/2020 - 07/2020
- Data Analysis with Python (Coursera), 07/2020 - 07/2020
- Python Programming & Data Exploration (NIIT Ltd), 06/2019 - 08/2019
Languages
English
Native/ Bilingual
Hindi
Native/ Bilingual
Bengali
Professional
Timeline
Graduate Teaching Associate
Ohio State University
2024.08 - Current
Associate Data Science Engineer
OEConnection
2022.10 - 2024.06
Data Science Intern
Globallogic
2021.09 - 2022.01
Master of Science - Statistics
Ohio State University
Post Graduate Diploma in Data Analytics -
Guru Gobind Singh Indraprastha University
Bachelor’s of Science (honors) Statistics -
University of Delhi
- Data Science for Engineers (NPTEL), 07/2022 - 09/2022
- Machine Learning Specialisation (Coursera), 07/2022 - 08/2022
- SQL Intermediate Assessment (Hackerrank), 07/2022 - 07/2022
- Introduction to Stochastic Processes (NPTEL), 01/2022 - 04/2022
- R programming A-Z (Udemy), 05/2020 - 07/2020
- Data Analysis with Python (Coursera), 07/2020 - 07/2020
- Python Programming & Data Exploration (NIIT Ltd), 06/2019 - 08/2019
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