THE SOTA LAB · RESEARCHERS & PRACTITIONERS

People

Researchers, engineers, and practitioners working across probabilistic AI, data topologies, and human capability measurement.

RESEARCH

Daniel Mahandana

Lead Researcher · AI Systems & Probabilistic Modelling

Focuses on probabilistic representations of human capability, online Bayesian inference, and NLP systems bridging African TVET qualifications with global labour-market signals.

Focus:Probabilistic Modelling · Skills Intelligence · Bayesian Inference · TVET Systems
ENGINEERING

Narvin M.

Systems & Platform Engineer

Architects high-performance inference pipelines, data infrastructure, and real-time visualization engines for exploratory research instruments.

Focus:Distributed Data Systems · Real-time Inference · Interactive Visualization
DATA

Thabang K.

Data Scientist · Labour Market Analytics

Researches occupational taxonomies, natural language extraction pipelines, and structural skill gap trajectories across Southern African employment markets.

Focus:Labour Economics · Entity Extraction · Taxonomy Alignment
Inquiries & Collaboration

We collaborate with academic research groups, technical colleges, national qualifications authorities, and engineers working on Bayesian filtering and workforce analytics.