Ayanda Khoza - Portfolio

About Me

Hello! I'm Ayanda, a 21-year-old BEng Electrical & Electronic Engineering student based in Johannesburg, South Africa. I'm driven, visionary, and passionate about innovating in the tech industry, particularly in Electronics, Machine Learning, Control Systems, and High-Speed Electronics.

I approach challenges creatively and efficiently—aiming to work smarter, not just harder. My goal is to explore undiscovered areas in technology and contribute meaningfully to its evolution. I'm currently developing my AI-based startup, TSA, focusing on applying AI within **Power Electronics and Energy Systems**.

Beyond my core engineering studies, I enjoy web design, graphic design, and exploring practical applications like home automation. I'm always eager to learn and build, striving to finish my degree in record time and make a significant impact.

My Projects & Research

MPPT Boost Converter with ESP32

Practical implementation of a Maximum Power Point Tracking (MPPT) boost converter using an ESP32. Features GA-tuned fuzzy logic control, data logging, and a modular design.

ESP32 Arduino Fuzzy Logic Control Systems Electronics Data Logging

Details (Soon) GitHub (Soon)

Kalman Filter for Airplane Tracking

Applied the Kalman Filter technique in Python to optimize position and velocity estimates for simulated airplane data. Analyzed filter performance and compared results with theoretical expectations.

Control Systems Signal Processing Kalman Filter Python Simulation Data Analysis

Report (Soon) GitHub (Soon)

CNN for Image Classification

Implemented a 5-layer Convolutional Neural Network (CNN) in Python for image classification. Trained and tested the model on a dataset, evaluated accuracy, and analyzed prediction performance.

Machine Learning Deep Learning CNN Image Processing Python Data Analysis

Report (Soon) GitHub (Soon)

AI for Energy Systems (TSA Research)

Ongoing research and development for the startup TSA, focusing on applying AI/ML techniques to optimize Power Electronics and Energy Systems. Exploring concepts like intelligent load shedding assistance and renewable energy integration.

Artificial Intelligence Machine Learning Power Electronics Energy Systems Optimization R&D

Research & Development Phase

Skills & Interests

Core Engineering & Technical

Electronics Machine Learning Control Systems Power Electronics Energy Systems High-Speed Electronics MATLAB Octave Arduino ESP32 Packet Tracer Wokwi Simulations Python

Design & Web

Web Design Graphic Design UI Customization React (Beginner) HTML5 CSS3 Git & GitHub

Get In Touch

I'm actively seeking opportunities and collaborations to innovate and contribute to the tech world. Let's connect!

Say Hello

Hi, I'm Ayanda Khoza