🎯 IBM, Google, Cisco, Azure, CompTIA & Microsoft Accredited
📍 Pretoria, South Africa
🧠 Data Analyst | Data Scientist | AI Specialist | LLM's Specialist
🌐 LinkedIn |
072 390 9947
Credly Profile: \https://www.credly.com/users/mampotje-mabusela
PORTFOLIO: https://personal-portfolio-mampotje-mabusel.vercel.app/
I'm a passionate AI engineer and data analyst with a strong foundation in building intelligent systems using large language models (LLMs), agentic workflows, and predictive analytics. My work blends technical rigor with real-world impact—whether it's optimizing logistics, forecasting retail demand, or designing autonomous agents for strategic decision-making.
I thrive on solving complex problems with clean code, ethical data practices, and a relentless curiosity for emerging technologies.
- Languages: Python, SQL, JavaScript
- Frameworks: LangChain, Hugging Face Transformers, scikit-learn, XGBoost
- Tools: Jupyter, Power BI, Streamlit, Databricks
- Cloud: Azure, AWS
- Specialties: LLMs, Agentic Systems, Data Pipelines, Predictive Modeling, RAG, Ethical AI
Machine learning pipeline to forecast churn risk using structured customer data. Includes EDA, model training (Logistic Regression, Random Forest, XGBoost), and strategic insights for retention.
AI-powered tool for evaluating client strategy alignment across industries. Built to empower PCG consultants with faster, deeper decision-making.
Smart workflow automation advisor tailored for Ricoh’s digital workplace. Simulates automation strategies and provides explainable insights.
Retail demand forecaster for Photos Photiades Group. Combines sentiment analysis, dynamic pricing, and customer segmentation.
Modular MVP for Santova’s logistics operations. Uses AI to streamline routing, inventory, and delivery forecasting.
- Building autonomous agents that integrate LLMs with external tools
- Exploring retrieval-augmented generation (RAG) for legal tech applications
- Designing ethical AI systems aligned with POPIA/GDPR compliance
- Collaborating on remote-first AI projects with global impact
I'm always open to collaboration, mentorship, and new challenges. Feel free to fork, star, or reach out if you're working on something exciting in AI, data science, or digital transformation.
“Code is a tool. Insight is the outcome. Impact is the goal.”