Data Scientist, Harare · Peter Tinashe Mundowa

I am a Data Scientist and AI Engineer, currently at AI Creative Solutions. My work spans machine learning, analytics, and the governed AI agents and platforms that put data science into production, on real data, with real stakes.

↓ Download CV View my work

3× Microsoft CertifiedZindi Ambassador, ZimbabweFeatured in ITU NewsIndabaX Best Poster 2026

NowData Scientist at AI Creative Solutions, building ML systems, analytics pipelines, and governed AI agents. Open to remote collaboration, research, and speaking.

As featured in

ITU NewsIndabaX ZimbabweDeep Learning IndabaZindi

01 Selected work

Data science, put into production.

Computer vision research

ZimCropGuard: multi-crop disease detection

Ongoing research scaling my dissertation to 5 crops and 21+ diseases across real African field conditions, with an explicit domain-shift study.

Best Poster IndabaX 20265 crops 21+ classes54K+ training images

PyTorchEfficientNetB0ViT-B/16Streamlit

Machine learning research

Hybrid CNN-Transformer for tomato leaf disease

My completed BSc dissertation, deployed as a live Streamlit app: a robustness-engineered model that closes the lab-to-field gap on budget phones. The proof of concept beneath ZimCropGuard.

+36pt low-light F1 gainLive Streamlit demoDeployed BSc dissertation

PyTorchResNet18TransformerStreamlit

AI engineering

AI agent orchestration

AI agents that query live enterprise databases in real time. The model never does the arithmetic; every figure is computed by deterministic code from query results, so fabricated numbers cannot occur.

MindStudioPostgreSQLPythonTypeScript

Enterprise integration