Samukelo Solly Makhanya

Hi, I’m Samukelo

Data Scientist | Data Analyst | BI & Analytics Specialist | Full-Stack Developer | Junior Data & BI Professional | Power BI, SQL, Python, R, AWS | Transforming Complex Datasets into Actionable Insights | HTML, CSS, JAVASCRIPT | Web Development |.

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Samukelo Solly Makhanya

Professional Summary

Highly versatile and analytical Computer Science Honours graduate (NQF Level 8) with a comprehensive technical background spanning machine learning engineering, full-stack application development, and business intelligence (BI) frameworks. Proven track record architecting data-driven automation engines, constructing optimized ETL/data engineering pipelines, and developing predictive ML models over complex enterprise datasets. Currently embedded at the Compensation Fund (Department of Employment & Labour), translating raw transactional data layers into actionable insights and strategic reporting solutions. Proficient across Python, SQL, R, and Power BI; recognized for pairing technical execution with clear stakeholder communication in fast-paced agile environments.

Technical & Professional Skills

Power BI

SQL

Python

Excel

HTML / CSS

JavaScript

React / Vue.js

Node.js

Responsive UI

API Integration

Java / C++

R Stats

Data Analysis

Data Validation

Attention to Detail

Analytical Thinking

Experience & Education

Data Analyst

Dept of Employment & Labour | Compensation Fund

Mar 2025 – Present

Developing Power BI dashboards, performing SQL extraction, and using Python and R for automated reporting.

E-Learning Assistant β€” Data Analytics & System Support

Walter Sisulu University

Mar 2023 – Dec 2024

Supported reporting and analysis of academic performance data using system-generated insights.

BSc Honours in Computer Science

Walter Sisulu University

2024

Bachelor of Science in Computer Science

Walter Sisulu University

2023

Diesel Mechanic

Western Tvet College

2018

Grade 12 (Matric)

Chief Charlse Secondary School

2017

Certifications & Training

Architecting Solutions on AWS

AWS | 2026

Data Analysis & Visualization (Power BI)

Microsoft | 2026

Data Analysis with Python

IBM | 2026

Data Analysis with R Programming

Google | 2026

Data Modeling in Power BI

Microsoft | 2026

Extract, Transform & Load (ETL) in Power BI

Microsoft | 2026

SAP Professional Fundamentals

SAP | 2026

Preparing Data with Microsoft Excel

Microsoft | 2026

Harnessing the Power of Power BI

Microsoft | 2026

Data Analysis Fundamentals

IBM | 2025

IT Audit & Cyber Security Academy

iNkanyezi / Absa | 2024

Featured Projects

Data Analytics & Engineering Projects

Financial Anomaly Analytics Suite

Built an end-to-end analytics and machine learning pipeline using Python and SQL to analyze 500,000+ financial transactions. Performed data validation, feature engineering, anomaly detection, fraud-risk analysis, and predictive modeling.

View Project

Governance Risk Engine

Developed a governance, risk, and compliance analytics platform using Python, SQL, and business intelligence principles. Automated risk scoring, control monitoring, and compliance reporting for decision-making support.

View Project

Web Site Development Projects

Miss J Platform

A bespoke web application built to deliver seamless interactive client workflows, responsive layout layers, and modern UI capabilities.

Live Project

Samukelo Tech Production

Corporate-grade custom web presence architected for optimized load speeds, mobile responsiveness, and intuitive interface interactions.

Live Project

PatTheeBaker Sweet Treats

Interactive web experience utilizing dynamic product display layouts, cross-browser CSS styling sheets, and user-centric frontend workflows.

Live Project

Mazenge Metal App

Industrial profile presentation layout engineered with strict visual hierarchies, responsive grid containers, and clear call-to-action systems.

Live Project

Gcinile’s Salon Engine

Custom client-facing booking layout configured for fluid user journeys, media query display adaptation, and pristine frontend scripting stability.

Live Project

Contact Details

πŸ“ Pretoria, Gauteng

πŸ“§ s.samza085@gmail.com

πŸ“ž 063 757 1971

πŸ”— LinkedIn Profile

πŸ’» GitHub: Sam-makhanya