Data Science

Rendani Ratsethana

SKILLS

Problem solving

Python

Data cleaning

Data Visualizations

Postgres SOL

Docker

Excel & Power point

HTML & CSS

EXPERIENCE

Data Science learner

Umuzi.org | October 2022 - current

• Proficiency in Data Manipulation and Analysis.

• Data Visualization using matplotlib and seaborn.

• Data Wrangling

• SOL and Database Knowledge.

• Data Cleaning and Data Quality

Assurance

• Testing and Validating data.

• Consuming API

Learning outcomes:

Gathering and analysing large sets of structured and unstructured data. Analyse, process, and model data then interpret the results to create actionable plans and inform decision making.

Work with structured as well as messy, unstructured data. Clean and manipulate data before analysis it and use it to build models.

Visualise results and interpret them to help non-technical colleagues understand findings so that the work can inform practical decisions.

QUALIFICATION

Umuzi Academy 2023

National Certificate in Information

Technology (System Development)

(SAOA ID 48872)

Liivha Combined School 2015

Matric Certificate

ABOUT ME


Data science recruit who has basic experience in Python, data analytics tools, and libraries such as pandas, and matplotlib,who enjoys working in a remote team to bring insights through data.


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Melusi Mavuso

SKILLS

HTML & CSS

Python

SQL

A passion for bold, cutting-edge technologies

Eager to work and learn

Excellent attention to detail

Bilingual

Good written and verbal communication skills

Analytical skills

Computer proficient

Organized, dedicated and hard working

A self-starter, able to work efficiently both independently and within the team

EXPERIENCE

Data Science learner

Umuzi.org | October 2022 - current

Building datasets, cleaning and manipulating data, analytics, data modeling, visualizing data statistics, aligning data handling processes as required.

Learning outcomes:

Gathering and analysing large sets of structured and unstructured data. Analyse, process, and model data then interpret the results to create actionable plans and inform decision making.

Work with structured as well as messy, unstructured data. Clean and manipulate data before analysis it and use it to build models.

Visualise results and interpret them to help non-technical colleagues understand findings so that the work can inform practical decisions.

May-December 2021 – Online part time EdTech/Code Reviewer - Hyperion Dev.

August-November 2021 – Frontend developer - New Era Agency.

May 2019 – February 2020 - The Party Shop as an assistant and cashier.

QUALIFICATION

July 2020 – March 2021

Hyperion Dev – Immersive Full Stack Web and SoftwareEngineer Bootcamp. Programming languages learned include HTML, JavaScript,Java, PHP, and SQL. It is an accredited course with 30 credits aligned under theNational Certificate in Information Technology Development, (SAQA ID 48872).

2018

Completed International General Certificate of Secondary Education(IGCSE) – St Francis High School (equivalent to matric)

2023

National Certificate in Information Technology Development (SystemsDevelopment) - Umuzi

Life Long Learning Courses

Google Digital Marketing course 2019 - completed

Artificial Intelligence course with Python 2022 – completed

ABOUT ME

Melusi Mavuso is dedicated and hard working. He is very eager to learn in the technology industry with a special interest in Data Science, Programming and Coding.


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Frangeline Nchabeleng

SKILLS

HTML & CSS

Python

Git & GitHub

SQL

R

EXPERIENCE

Data Science learner

Umuzi.org | October 2022 - current

Building datasets, cleaning and manipulating data, analytics, data modeling, visualizing data statistics, aligning data handling processes as required.

Learning outcomes:

Gathering and analysing large sets of structured and unstructured data. Analyse, process, and model data then interpret the results to create actionable plans and inform decision making.

Work with structured as well as messy, unstructured data. Clean and manipulate data before analysis it and use it to build models.

Visualise results and interpret them to help non-technical colleagues understand findings so that the work can inform practical decisions.

Residence Sub-Warden

Rhodes University | Feb 2020 - Nov 2021

Liaisoned communication between students in the residence and the residence warden and performed administrative duties.

Head Student

Rhodes University | Feb 2019 - Nov 2019

Lead a house committee team that was responsible for social & academic events in the residence.

QUALIFICATION

National Certificate in Information Technology

(System Development)

Umuzi Academy | Oct 2022 - Present

Bachelor of Sciences

(Mathematical Statistics & Information Systems)

Rhodes University | Feb 2017 - Dec 2021

Matric Certificate

Kgahlanong Secondary School

| Jan 2012 - Dec 2016

ABOUT ME


As a data science recruit with a background in Mathematical Statistics, I bring an additional statistical understanding to my current learnership. Having the opportunity to work with innovators and constantly learning is what I enjoy most about working in the technology industry.


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Meshack Nage

SKILLS

Python

SQL

HTML & CSS

Microsoft Azure

Microsoft Office

Database management

Data Analysis

API’s

Power BI

Tableau

Critical thinker

Leadership Skills

Problem-solving

Communication Skills

EXPERIENCE

FREELANCING Web developer and Graphic Designer (2017 – 2021)

UBUKHO BAKHO Teaching Basic Computer skills (2018 – 2019)

UMUZI ACADEMY Data Engineer Recruit (2022 – 2023)

SANLAM INVESTMENTS BI DEVELOPER INTERN (2023)

QUALIFICATION

SEBETSA-O-THOLEMUPUTSO HIGH SCHOOL (2013) Grade 12

UMUZI ACADEMY National Certificate in Information Technology 2022 - 2023

ABOUT ME

Paballo is a dancing and acting performer with a training background in afrofusion, ballet and hip hop. When she hits the stage, there is not a single bone and muscle that she can not move. Studying multimedia and the performing arts has given Paballo a behind the scenes and in front of the camera overview, which helps her understand the essence of production better and sets her apart from her colleagues.

.



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Fhatuwani Tshivhase

SKILLS

HTML & CSS

Python

Microsoft Office

Docker

SQL

ETL

Microsoft Power BI

Data Analysis

Personal Website

https://gaming-war-zone.github.io/

Github

https://github.com/Gaming-War-Zone

EXPERIENCE

Copywriter | Umuzi | 2019 -2020
2023 Feb - 2023 April Sanlam Investments

BI Intern

1. Convert ASISA Holdings pivoted tables to flat files.

2. Analyzed ASISA Flows files by.

Identify all data fields that must be mapped Standardize naming conventions across sources identify the gaps and root causes of your data issues such as lack of data governance data integration data standardization, or data documentation.

Create data transformation rules and schema logic Test the logic

Complete the migration, integration, or transformation.

3, Created a dashboard on ASISA Flows data. The dashboard included:

Houses ranked by AUM (assets under management) Market share analysis

Trend of the Net flows

KPI's (Key Performance Indicator)

QUALIFICATION

2019 Jan - 2019 Dec

Pro Arte Alphen Park

Matric

2022 May - 2023 Feb

Umuzi

National Certificate: Information Technology (Systems Development)

ABOUT ME


I am a proficient data engineer with two years of experience with python, MySQL, Power BI, Docker and Microsoft Office. I am looking to build robust databases that would lead to client revenue increases. I am well acquainted with Big Data. I can build any database, from huge dynamic databases to small databases.


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Basetsana Baholo

SKILLS

Jupyter

Mongo DB

Excel

Github

Pandas

Python

PostgreSql

Git

Docker

Power BI

EMPLOYMENT

2023

Sanlam Investments

Business Intelligence Intern

• Data ingestion from a single source.

• Data transformation and analysis.

• Creating data visualizations.

2021

University of Johannesburg

Chemistry Practical Demonstrator

• Demonstrate the use of theequipment.

• Mark reports.

• Explain the theoretical concepts ofthe practical

QUALIFICATION

Umuzi Academy

Apr 2023

National Certificate in Information Technology(Systems Development)(SAQA ID 48872)

University of Johannesburg

Nov 2021

BSc Hons Chemistry

University of Johannesburg

Nov 2020

BSc Physical Sciences (Phy&Chem)

ABOUT ME

Inquisitive and passionate about the betterment of humanity. I am excited to enhance my skills and join a team that promotes innovative thinking in solving problems. With my python and SQL skills, I can contribute to the ingestion, transformation, analysis and visualization of data.



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Ayanda Latsha

SKILLS

Communication

Programming

Statistical Analysis

Network Administration

Power BI

Data Wrangling

Scrum

Manager

Robotics

Unix/Linux

EMPLOYMENT

Data Science Recruit -

Umuzi

2022 -2023

Intern - Business Intelligence / Data Analyst

Sanlam Investments

2023

QUALIFICATION

National Certificate in Information Technology - Information

Technology Systems Development -Umuzi 2023

Diploma in Engineering - Computer Systems - Tshwane University of Technology 2021

Matric - Lethulwazi Comprehensive 2012

ABOUT ME

As a Computer Systems Engineering graduate with a National Certificate in Information Technology (Systems Development), I am experienced in data analysis, programming, and team leadership. Proficient in Python, C++, and Assembly, I am passionate about technology and problem-solving. With prior experience as a Business Intelligence Intern at Sanlam and Junior Tech Lead at Umuzi.org, I can be a valuable asset to any team.



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Monde Anna

SKILLS

PowerBI

Jupyter Notebook

PostgreSQL

Docker

Python

Git

EMPLOYMENT

Sanlam Investments

Business Intelligence Intern

May 2022 - Apr 2023

Umuzi.org

Junior Data Scientist

October 2021 - April 2022

QUALIFICATION

National Certificate in Information Technology - Data Science | 2023

Nelson Mandela Metro University

Bachelor's Degree

Human Movement Sciences

ABOUT ME


Hi! I'm a Data Scientist who finds joy and pleasure in adventuring through data and seeing what stories lie within. In need of fresh eyes? Wish to wrangle all those patterns? Looking for new insights? Let’s unfurl your data’s secrets. Regardless of the goal, I’m glad to be your go-to.

.



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Emmanuel Netshidzivhe

SKILLS

Coding Languages

JavaScript (NodeJS), HTML5, CSS3, SQL/Postgresql, Python, Version Control System (GIT), Excel, Data Analytics

EXPERIENCE


Organisation: Umuzi

Position: Junior Data Scientist

Dates: Mar 2022 – current

Organisation: Wits University Engineering Library

Position: Library assistant

Dates: Mar 2022 – Dec 2022

V O L U N T E E R I N G

Baking Business

Duration: 2015 – 2018

Started a baking where I was baking, distributing and selling Muffins at

Braamfontein and Soweto.

Katlego Pele Organisation

Duration: 2012 – 2014

Role: Peer teaching and tutoring to help learners upgrade their marks

QUALIFICATIONS

Qualification: National Certificate in Information Technology (System

Development) - SAQA ID 48872

Organisation: Umuzi

Duration: 2022 May – 2023 May

Qualification: (BSc) Industrial Engineering

Institution: Wits University

Duration: 2019 – 2022 (discontinued)

Qualification: National Senior Certificate

(Matric)

School: Protea Glen Secondary

Duration: 2009 - 2013

ABOUT ME

I am a Data Science Trainee from Umuzi, where I acquired analytical skills and

competencies in SQL, Python and Excel. I can work with structured and

unstructured data, clean and manipulate data, and use various tools to

visualise and communicate my findings. I seek an opportunity to apply my

data science knowledge and skills in a challenging and rewarding

environment. I am keen to learn while I add value and help influence

decisions using data insights. I have a strong work ethic and an eye for detail,

which are essential when working with data.

.


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Andy Nkumane

SKILLS

Microsoft Office Programs

Python

Data Science

Git

Pandas

Numpy

Sci-kit Learn

Seaborn

Matplotlib

Plotly

Jupyter

Delphi

Django

HTML and CSS

Video Editing

Google Analytics

EXPERIENCE

Data Scientist | Umuzi | August 2020 - current

Junior Data Scientist | iProspect | June 2020 - March 2020

IT. Tech Support | Umuzi | May 2019 - December 2019

QUALIFICATION

National Senior Certificate in Information Technology (Systems Development) | Umuzi Academy | 2020

Semi-Skilled Electrical Certificate | Ekhurhuleni Artisans Training Centre | 2018

National Senior Certificate | Piet Retief High School | 2015 |

ABOUT ME

There is an adage that says 'you can never go wrong with the basics', I apply this philosophy whenever I code. I’m a simple guy who understands, appreciates and applies the beauty of simplicity in all things I engage or create. I am never in lack of ideas, and thus use programming as a tool to bring productivity to my creativity.





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Puleng Moru

SKILLS

Verbal and Writing
Critical Thinking
Active Listening
Communication

EXPERIENCE

Junior Web Developer | Umuzi Academy | September 2019 - Present

Junior Financial assistant | MES Organization | 2018-2019

HR Administration Assistant | South Bakels | 2016-2017

Client Management Consultant | SBSA (Kelly Group) | 2012-2014

QUALIFICATION

NQF 5 Information Technology (Systems Development) | Umuzi Academy | September 2019 - Present

Business Management Short Course | Small Enterprise Development Agency | 2018

ABOUT ME

Puleng is an ambitious and passionate Junior Data Scientist grounded in the value of learning. Striving for excellence in all she does, she believes in maintaining a standard of quality in everything she is tasked with. Her great interpersonal skills are only matched by her professionalism. Puleng is a driven and human-centred problem-solver, who cannot be deterred from her goal to become a successful Data Scientist.


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