Avuyile P Ndunge
Data Scientist
I analyze data to derive impactful business insights.
About Me
100+
Successful Projects
> 6%
Business Success Rate
Data Science professional with over 3 years of experience in data analysis and business intelligence, accomplished in Python and statistical modeling.
My key achievements include optimizing processes for gaming clients to achieve a 9% performance boost, managing a big data projects (> 200TB), providing business value to startups across Africa, quantitatively analysing space data, analysing Australian wildfire data for predictive machine learning experiments to save lives, analysing customer churn data, performing data engineering via web scraping for stock data, and marketing analytics.
As a Data Scientist at your organisation, I bring my data analysis and business intelligence skills to support your mission of enhancing business strategies through innovative quantitative methodologies and data-driven insights.
Core competencies
Strategic Data Insights
Skilled in interpreting data to provide informed and actionable insights for strategic decision-making in various business environments.
Machine Learning Expertise
Proficient in machine learning algorithms for predictive analytics and complex data interpretations.
Enhanced Predictive Analysis
Facilitated complex insights for business growth using strategic data visualizations.
Machine Learning Solutions
Designed machine learning solutions improving customer experience and predicting future needs.
Interactive Data Visualizations
Proficient in data visualization techniques providing clear insights for stakeholders through customized visual data stories.
Statistical Data Analysis
Possess expertise in statistical methods for data analysis, ensuring accurate and validated business insights for informed decisions.
Professional journey
Mar 2022 - Sep 2024
Math Analyst (Data Analytics Engineer)
Gaming Software Engineering
Optimized processes for gaming clients, achieving a 9% performance boost through an agile client-delivery pipeline.
Game data analysis, statistical modelling, wrangling, cleaning, and parsing automation for concise easy-to-understand insights.
Managed big data projects with over 200 terabytes of data while ensuring compliance with jurisdictional statutes.
April 2021 - Feb 2022
Business Data Analyst
Business Consulting
Designed an ETL pipeline alongside Python & PowerBI with cross-functional data integration that improved data governance and BI dashboard insights by 5%, thus enhancing reporting capabilities for effective business strategy.
Deployed embedded analytics within the business technology stack, self-service BI, and near real-time reporting.
Conducted regulated data mining operations to acquire high-quality data on emerging businesses within the African ecosystem, leading to a significant increase in product service offerings for the business.
Collaborated with clients to develop data-driven growth strategies for their businesses.
Jan 2020 - Jun 2020
Engineering Drawing Tutor
Wits Faculty of Engineering
Extensive sessions on engineering drawing for first-year engineering students in all engineering disciplines.
Compliance with engineering ISO standards and critical manufacturing principles for implementing engineering drawings.
Jan 2021 - Mar 2021
Teacher Assistant
Education
Assisted teachers in educating Grade 6 and Grade 7 learners, preparing them for high school.
Eliminated 100% of errors during marking, prepared quality teaching materials, and improved the quality of education in South Africa.
Initiative, leadership, strategy, and the ability to structure materials for easy consumption.
Sep 2018 - Dec 2018
Aeronautical Engineer
R&D And Manufacturing
Engaged directly with senior team members to ensure thorough design checks and manufacturing standards for quality control.
Manufactured UAVs for the UAE markets for reconnaissance missions and data collection.
Ensured manufacturing and engineering design standards were compliant with ISO industry standards.
Educational Background
University of the Witwatersrand
2015 - 2020
Aeronautical Engineering
Bachelor of Science (Honours)
University of the Witwatersrand
2014-2014
Construction Studies
Bachelor of Science
Bisho High School
2009- 2013
High School Diploma
Matric Certificate
References
Buntu Majaja
Chief Executive Officer
SA Innovation Summit
Medwyn Roberts
Math Manager
Gaming Labs International
Let Us Connect
My Contact Details
+27 63 801 8821
+27 66 258 1276
philasandendunge@gmail.com
Johannesburg, South Africa