Bonisa Mnguni
Midrand,Johannesburg
Summary
Aspiring Professional in data and AI with practical experience in cloud services, machine learning, and data analysis. Proven ability to develop data-driven solutions and collaborate with cross-functional teams. Passionate about using data to drive business insights and innovation.
Overview
1
1
year of professional experience
3
3
years of post-secondary education
1
1
Certification
Work History
AI Intern
Liquid Intelligent Technologies
Johannesburg
02.2024 - 02.2025
- Performed exploratory data analysis using Python libraries (Pandas, NumPy) to extract actionable insights from diverse datasets.
- Conducted high-quality research on AI agents and bots, focusing on multilingualism capabilities, inference mechanisms, and reinforcement learning techniques.
- Designed and deployed deep learning models with TensorFlow and PyTorch for image and text classification tasks.
- Followed up with leads using Salesforce, effectively communicating the company's AI solutions to potential customers.
- Collaborated with cross-functional teams to define project requirements and deliver AI solutions aligned with business objectives.
- Utilized SQL to extract relevant information for reporting purposes.
- Improved data quality by implementing structured validation checks.
- Collaboratively developed a data pipeline to collect customer data from a website API, performed data cleaning and masking, and loaded it into BigQuery. Created Looker dashboards for actionable insights. to manage & draw insights from customer data.
Education
Diploma in ICT Business Analysis - Computer Systems
Durban University of Technology
02.2020 - 12.2022
Skills
- Python for data science
- SQL querying
- R programming
- Data Cleaning
- Feature engineering
- Machine learning algorithms
- Prompt engineering
- Cloud Services: Azure Cognitive Services, BigQuery, SageMaker
- Data-driven decision-making
Certification
- Microsoft: AI Fundamentals - Feb 2025
- Google: Professional Data Engineer - Feb 2025
- Microsoft: Azure Fundamentals - Nov 2024
- AWS: AI Practitioner -Oct 2024
- IBM: Machine Learning with Python - Aug 2024
- Fortinet: Fundamentals in Cybersecurity - July 2024
- Cisco: Introduction to Cybersecurity - May 2024
- University of Johannesburg: Artificial Intelligence in 4IR - Oct 2023
References
- Dr. Prince Abudu, Liquid C2, Head of Technology, +263 78 344 9949
- Mr. Oswald Jumira, Liquid C2, CEO, +27713160622
Timeline
AI Intern
Liquid Intelligent Technologies
02.2024 - 02.2025
Diploma in ICT Business Analysis - Computer Systems
Durban University of Technology
02.2020 - 12.2022
Similar Profiles
Mercy KusimbaMercy Kusimba
Service Delivery-Projects Executive at Liquid Intelligent TechnologiesService Delivery-Projects Executive at Liquid Intelligent Technologies
Thembisile Dhladhla-SemaushuThembisile Dhladhla-Semaushu
Acting Head of HR, Senior Manager at Liquid Intelligent TechnologiesActing Head of HR, Senior Manager at Liquid Intelligent Technologies
Baraka Charles RupiaBaraka Charles Rupia
Key Account Manager at Liquid Intelligent Technologies (Zanlink)Key Account Manager at Liquid Intelligent Technologies (Zanlink)