Esha Verma (She/Her) Email & Phone Number

Hamilton, On, Ca

Toronto, Ontario, Canada

Toronto, Ontario, Canada

Toronto, Ontario, Canada

Implemented machine learning techniques, predictive modelling using Python to provide data driven recommendations and thereby, support Toronto’s Vision Zero Road Safety PlanCollected data through secondary research and performed data auditing to evaluate the data for its quality and information providedLogistic Regression Model predicted key contributors to fatal collisions with 83% accuracy and was 2.2 times better than a no-model situationUsed Python to observe fatal… Show more Implemented machine learning techniques, predictive modelling using Python to provide data driven recommendations and thereby, support Toronto’s Vision Zero Road Safety PlanCollected data through secondary research and performed data auditing to evaluate the data for its quality and information providedLogistic Regression Model predicted key contributors to fatal collisions with 83% accuracy and was 2.2 times better than a no-model situationUsed Python to observe fatal collisions by district, neighbourhood, time of the day, months, vehicle type, victim involvement for providing recommendations to reduce fatal collisions based on these criteriasDesigned dashboard/infographics/presentation using CANVA to enhance data visualization Show less

Canada & India

Recognized for creating and maintaining inclusive classroom environmentsBuilt positive relationship with the clients by listening to their opinions/concerns and communicating empathetically to provide suggestions or assistance for improving student's overall developmentLed a team of 5 educators to implement strategies which improved the Quality First score by 33.3% and helped the organization in qualifying for the licenceAppreciated for organizing and leading events… Show more Recognized for creating and maintaining inclusive classroom environmentsBuilt positive relationship with the clients by listening to their opinions/concerns and communicating empathetically to provide suggestions or assistance for improving student's overall developmentLed a team of 5 educators to implement strategies which improved the Quality First score by 33.3% and helped the organization in qualifying for the licenceAppreciated for organizing and leading events such as Christmas concerts, open houses, cupcake sale, Halloween costume parties and many more Show less

Designed and proof-read surveys and questionnaires, reports, newsletters and power point decksContacted clients or participants via email/telephone/one-on-one meeting for qualitative researchAnalyzed the available housing inventory from the perspective of recommending it to the targeted investors based on their budget, annual income, family size, neighborhood etc.Conducted trend analysis using pivot tables, trend lines to understand market trends and provide… Show more Designed and proof-read surveys and questionnaires, reports, newsletters and power point decksContacted clients or participants via email/telephone/one-on-one meeting for qualitative researchAnalyzed the available housing inventory from the perspective of recommending it to the targeted investors based on their budget, annual income, family size, neighborhood etc.Conducted trend analysis using pivot tables, trend lines to understand market trends and provide recommendations to increase the deal conversion rate by 10%T-test for two Samples was performed to find out if there is any difference in the mean price of houses in two neighborhoods within the cityUsed multiple regression to predict house prices based on variables like location, number of rooms, land size, house tax with error rate close to +/- 5% to 7% Show less

Data Analytics

Master'S Degree, Economics

Bachelor'S Degree, Education

Bachelor'S Degree, Economics