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Masego Modibane Avatar

Masego Modibane

Data Scientist

DLL

About Masego

South African Political Manifesto Text AnalysisAn interactive R Shiny app analysing political manifestos from South African parties using word clouds and Latent Dirichlet Allocation (LDA) topic modeling to uncover key themes, aiding voters in making informed decisions.

South African Political Manifesto Text AnalysisAn interactive R Shiny app analysing political manifestos from South African parties using word clouds and Latent Dirichlet Allocation (LDA) topic modeling to uncover key themes, aiding voters in making informed decisions.

Interactive Map of Survey Respondents in OntarioAn interactive map created using Python and Folium to visualise survey respondent data, focusing on postal code clusters within Brampton, Ontario. Provides insights into high-density areas to guide decision-making and outreach strategies.

Interactive Map of Survey Respondents in OntarioAn interactive map created using Python and Folium to visualise survey respondent data, focusing on postal code clusters within Brampton, Ontario. Provides insights into high-density areas to guide decision-making and outreach strategies.

Maven Monitor CRM dashboard

Maven Monitor CRM dashboardMaven Monitor is an advanced, interactive CRM sales dashboard designed to give MavenTech’s management a comprehensive and real-time view of their sales performance across various dimensions.

Maven Monitor CRM dashboard

Maven Monitor CRM dashboardMaven Monitor is an advanced, interactive CRM sales dashboard designed to give MavenTech’s management a comprehensive and real-time view of their sales performance across various dimensions.

Effortless Gmail Inbox Management with PythonAutomated Gmail management using Python to securely connect via IMAP, identify unwanted emails, and delete them. Includes secure credential handling, detailed logging, and streamlined inbox cleanup for improved productivity.

Effortless Gmail Inbox Management with PythonAutomated Gmail management using Python to securely connect via IMAP, identify unwanted emails, and delete them. Includes secure credential handling, detailed logging, and streamlined inbox cleanup for improved productivity.

Cracking the Code: Handwritten Digit Recognition with Machine LearningThis project uses the MNIST dataset to classify handwritten digits by comparing models like CNN, DNN, Logistic Regression, and Random Forest, with CNN achieving the highest accuracy of 98.8%.

Cracking the Code: Handwritten Digit Recognition with Machine LearningThis project uses the MNIST dataset to classify handwritten digits by comparing models like CNN, DNN, Logistic Regression, and Random Forest, with CNN achieving the highest accuracy of 98.8%.

Maven Toys Insight: Navigating Sales Trends in Mexican Toy Store

Maven Toys Insight: Navigating Sales Trends in Mexican Toy StoreAn interactive dashboard for Maven Toys, analysing sales data from Jan 2022 to Sep 2023. Tracks key metrics and trends across Mexican stores, empowering leadership with actionable insights to drive strategic decisions and enhance sales performance.

Maven Toys Insight: Navigating Sales Trends in Mexican Toy Store

Maven Toys Insight: Navigating Sales Trends in Mexican Toy StoreAn interactive dashboard for Maven Toys, analysing sales data from Jan 2022 to Sep 2023. Tracks key metrics and trends across Mexican stores, empowering leadership with actionable insights to drive strategic decisions and enhance sales performance.

Soaring Loyalty: Boosting Membership for Northern Lights Air

Soaring Loyalty: Boosting Membership for Northern Lights AirAn in-depth analysis of Northern Lights Air's loyalty program promotion, revealing insights on enrolments, cancellations, and booking trends. This study provided actionable recommendations to enhance customer loyalty and optimise marketing strategies.

Soaring Loyalty: Boosting Membership for Northern Lights Air

Soaring Loyalty: Boosting Membership for Northern Lights AirAn in-depth analysis of Northern Lights Air's loyalty program promotion, revealing insights on enrolments, cancellations, and booking trends. This study provided actionable recommendations to enhance customer loyalty and optimise marketing strategies.

About Masego

South African Political Manifesto Text Analysis

Interactive Map of Survey Respondents in Ontario

Maven Monitor CRM dashboard

Maven Monitor CRM dashboard

Effortless Gmail Inbox Management with Python

Cracking the Code: Handwritten Digit Recognition with Machine Learning

Maven Toys Insight: Navigating Sales Trends in Mexican Toy Store

Maven Toys Insight: Navigating Sales Trends in Mexican Toy Store

Soaring Loyalty: Boosting Membership for Northern Lights Air

Soaring Loyalty: Boosting Membership for Northern Lights Air