DevStat is a data science and AI consultancy specialising in enterprise machine learning, applied AI solutions, and statistical modelling.
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End-to-end data science solutions, from strategy through to production deployment.
End-to-end AI systems that automate complex business processes — from unstructured data extraction to classification and validation. Production-proven across 20+ use cases.
Forecasting, classification, anomaly detection, and optimisation models deployed as production APIs. Deep experience in time series, Bayesian networks, and ensemble methods.
AWS-native architectures with automated training, testing, and multi-environment deployment pipelines. Infrastructure-as-code with Terraform and CI/CD via GitHub Actions.
LLM-powered solutions using Claude, GPT, and Amazon Bedrock. Few-shot prompting, retrieval-augmented generation, and multimodal AI pipelines for enterprise use cases.
Rigorous statistical analysis for research, regulatory, and business applications. Specialising in credit risk modelling, clinical trials, spatial statistics, and causal inference.
Upskilling teams in data science, machine learning, and cloud infrastructure. Curriculum development with over a decade of postgraduate teaching experience.
About
DevStat was founded by Dr Theodor Loots, a data scientist and mathematical statistician with over 15 years of experience across academia, financial services, and the automotive industry.
As technical lead of a data science competency at a global automotive OEM, Theodor has designed and deployed production AI systems at scale, built MLOps platforms on AWS, and led multi-year optimisation programs integrating real-time enterprise data.
Prior to industry, he served as a senior lecturer at the University of Pretoria, supervising 30+ postgraduate students and publishing 30+ peer-reviewed papers. He holds a PhD in Mathematical Statistics and has been recognised by TWAS, the Heidelberg Laureate Forum, and the Japanese STS Forum.
Domain Experience
Cross-sector experience means we understand your data challenges, not just the algorithms.
Contact
Whether you need a production AI system or a one-off statistical analysis, we'd love to hear from you.