Pulkit Bansal Email & Phone Number

New York, United States

New York City Metropolitan Area

New York City Metropolitan Area

New York City Metropolitan Area

New York City Metropolitan Area

New York City Metropolitan Area

- Developed data science and analytics solutions in finance, mining, QSR, grocery retail and healthcare industries.- Participated in client facing roles to successfully execute projects from ideation phases to deployment in various client environments.

New York City Metropolitan Area

Industry experience in mining, quick service restaurants and grocery retail.Projects fall under the following groups: (1) Data Strategy, (2) AI & Predictive Analytics, (3) Consumer Analytics

Claremont, Ca

Telco Customer Churn• Explored, cleaned and manipulated the dataset using Python (pandas, numpy).• Used sklearn and matplotlib libraries to predict trends and visualize relations between variables in the dataset, thus, understanding customer decision to reduce churn out rates.• Implemented linear and logistic regression models to predict customer churn out rates• Used decision trees to visualize models, creating specific customer retention programs Book Recommender• Implemented user-based and item-based collaborative filtering models in R to build a recommendation engine for books• Packages implemented for data cleaning, exploration and visualization include recommenderLab, dplyr, stringr and ggplot2.Mercedes Benz Greener Manufacturing• Analyzed vehicle production testing times based on car features using Python (seaborn, pandas, matplotlib)• Implemented stacking to build predictive models for the testing time, and visualized model efficiency using plotly

Claremont, Ca

• Served as a Teaching Assistant in the introductory physics laboratory with 20+ students.• Mentored classes of 15-20 students in various fields of physics including mechanics,thermodynamics, modern physics and statistical mechanics.• Worked closely with professors to develop teaching material and session plans.

Claremont, Ca

• Mentored individual students (primarily college first-years and sophomores) in collegephysics and mathematics.• Courses included: Introductory Mechanics, Electricity & Magnetism, Thermodynamics,Special Relativity, Quantum Mechanics, Calculus I & III• Participated in training sessions to improve student empathy, develop teaching models andimprove teaching skills (patience, listening, communication, confidence building)

San Francisco Bay Area

• Implemented client-side rendering using React.js in conjunction with multiple APIs tosuccessfully create the frontend of multiple web applications.• Replicated the backends of Twitter, Facebook, Google Docs and more using Node.js.• Implemented data storage functionality by persisting user info in a MongoDB database.• Collaborated with teams of 3-4 using Git to build a 3-D modeling web application.

Claremont, California Area

• Used ANSYS Fluent software to model Sphagnum moss spore dispersal, thus, finding vortex ring formation during this process• Analyzed dataset to learn how to recreate the physical system, successfully manipulating the right quantities to create the model.• Iterated linear regression models to simulate model progression that enabled the team to decrease simulation time by 33%• Identified key issues, such as surface area division, and built models that improved in these areas. Such changes improved accuracy by 18%

Bengaluru Area, India

Bachelor Of Arts, Physics

Thesis: "The Arrow of Time - The physical basis behind the unidirectional flow of time"

Computer Software Engineering

Summer long program where I was trained in frontend web development, backend web development, web security, frameworks and mobile app.

High School Diploma, High School