Hi there!

I'm Omphemetse Senna

I aspire to become a Software Engineer, Quantitative Developer | Analyst, and Data Scientist | Engineer | Analyst.

Each project and endeavor I undertake reflects my passion for these fields and my commitment to honing my skills and knowledge within them. From crafting innovative software solutions to analyzing complex data sets, I am driven to explore and contribute to the forefront of technological advancement.

05

CERTIFICATIONS/ TRAININGS

NQF 8

Education Level

01

Years Experience

10+

Projects

Skills

Below is a summary of my competencies.

Soft Skills

Problem Solving
Time Management
Analytical
Communication Skills
Interpersonal Skills
Critical Thinking

Programming Languages

C#
C++
JAVA
JavaScript
Python
SQL

Web Development

HTML 5
CSS 3
ASP.NET
Node.js
Express

Version Control

Git
GitHub

Data Science and Machine Learning

NumPy
Pandas
Scikit-learn
TensorFlow
Seaborn
Matplotlib
Unsupervised Learning
Supervised Learning

Database Management

SQL Server
Oracle
MongoDB
Azure Cloud Services

Personal Projects

Here is a showcase of my personal projects, demonstrating my skills and creativity.

P1: Genetic Programming

Developed a Genetic Algorithm in Python to optimize solutions for the National Institute of Diabetes and Digestive and Kidney Diseases dataset. Enhanced model performance using metrics like sensitivity, specificity, accuracy, and precision.

P2: Transfer Learning

Continued the work from the Genetic Programming project by applying transfer learning. Leveraged pre-trained models to improve performance on a new dataset, achieving greater accuracy and efficiency.

P1: Software Engineering

Hailo System Revival Project dives deep into the foundational aspects of the legacy taxi-hailing system. Through meticulous research and analysis, I unearthed the historical context, identified user personas, and delineated both functional and non-functional requirements.

This phase laid the groundwork for revitalizing Hailo by defining clear objectives and mapping out the essential features necessary to meet modern standards of usability, performance, and scalability.

P2: Software Engineering

Enhanced the Hailo app by incorporating cloud-based technologies, machine learning, and external services for seamless navigation and improved user experience. Carried out system design, implementation, and testing phases of the SDLC for the Hailo app.

Data Analytics (Power BI)

A data analysis project that examines consumer complaints against companies, featuring key metrics, trends, and visualizations. The analysis identifies top companies with complaints, evaluates their response rates, and highlights common issues with various products.

My Education Journey

Here is a timeline of my educational journey highlighting the key milestones and courses I have completed.

Bachelor of Science in Information Technology

North-West University

January 2019 - December 2022

Core Modules:
Databases, Object-Oriented Programming (JAVA), System Analytics and Design, Artificial Intelligence, Data Structures and Algorithms (JAVA), Data Analytics, Discrete Mathematics, Computer Networks, Operating Systems, Decision Support Systems, Apps, and User Interface Programming.

Bachelor of Science with Honours in Computer Sciences

University of Pretoria

January 2024 - PRESENT

Elective Modules and Research:
Artificial intelligence, data mining, software engineering, and computer security.

My Internship Timeline

Here is a timeline of my 12-month internship experience in internal audit from July 1, 2023, to June 30, 2024.

July 2023

Internship Start

Started my journey as an internal audit intern.

August 2023

First Project

Worked on initial audit projects, gaining foundational skills.

June 2024

Internship End

Completed my internship with comprehensive internal audit experience.

Get In touch

+27 735400379

omphesenna@gmail.com

3 Simba Road Sandton 2157, ZA