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Takunda D.

Takunda D.

AI-Powered Student Performance Prediction System (Dissertation Grade 1 - Distinction)

Zimbabwe flagHarare, Zimbabwe

Key Skills

Software

Other

Top Subject Matter

Educational data analytics and machine learning for student performance prediction

Top Data Types

Computer Code ProgrammingComputer Code Programming

Top Task Types

Evaluation/RatingEvaluation/Rating
Data CollectionData Collection
Computer Programming/CodingComputer Programming/Coding
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
Text GenerationText Generation
Question AnsweringQuestion Answering

Freelancer Overview

AI-Powered Student Performance Prediction System (Dissertation Grade 1 - Distinction). Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, Arrupe Jesuit University (2026). AI-training focus includes data types such as Computer Code and Programming and labeling workflows including Evaluation and Rating.

Labeling Experience

AI-Powered Student Performance Prediction System (Dissertation Grade 1 - Distinction)

Other

Designed and implemented an AI-powered student performance prediction system as a dissertation project, using machine learning to predict academic outcomes from structured inputs. Built a Flask REST API with dataset ingestion and a React dashboard to upload data and visualize predictions for lecturers and users. Translated model outputs into personalized study feedback to support learning actions based on predicted results. • Random Forest model integration for forecasting outcomes • CSV ingestion pipeline feeding the prediction workflow • REST API and frontend dashboard enabling data upload and prediction viewing • Recommendation engine generating actionable study feedback from predictions

2024 - 2025

Education

A

Arrupe Jesuit University

Bachelor of Science, Information Technology: Networking and Software Development

Bachelor of Science
2022 - 2026

Work History

N

National Pharmaceutical Company of Zimbabwe

IT Intern - Help Desk & Systems Support

Harare
2024 - 2025