Peter Tinashe Mundowa
Peter Tinashe Mundowa

Data Scientist & AI Engineer · Harare, Zimbabwe

I turn undocumented enterprise data into models you can trust.

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 CVView 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.
As featured in
ITU NewsIndabaX ZimbabweDeep Learning IndabaZindi

01 Selected work

Data science, put into production.

Machine learning research

Hybrid CNN-Transformer for crop disease detection

BSc research: a robustness-engineered model that closes the lab-to-field accuracy gap for smallholder farmers using budget phones.

+36pt low-light F1 gain14.88M parametersBest Poster IndabaX 2026
PyTorchResNet18TransformerStreamlit
AI engineering

AI agent orchestration

AI agents that query live enterprise databases in real time, with governance layers that make a fabricated answer architecturally impossible.

MindStudioPostgreSQLPythonTypeScript
Enterprise integration

Live ERP integration & analytics

Connecting to production SAP Business One and Openbravo environments, reverse-engineering undocumented schemas into trustworthy analytics.

SAP Business OneOpenbravoPostgreSQLT-SQL
Legacy modernisation

Legacy system modernisation

Replacing fragile legacy databases, spreadsheets, and manual accounting with secure, modern web platforms that become a single source of record.

ReactTypeScriptPostgreSQLDrizzle ORM

View all work →

By the numbers

Impact, measured.

225,000+
Transactions analysed
95.56%
Schema join accuracy
+36pt
Low-light F1 improvement
5 min
Insight turnaround (from days)

02 Data science & ML

Measured against the field.

I compete on Zindi as Zimbabwe's Ambassador, across computer vision, fraud detection, and tabular ML.

  • 3rdof 85ITU AI/ML Global Challenge: Environmental Footprint
  • 3rdof 10IndabaX Zimbabwe 2025: Face Spoofing Detection Hackathon
  • 8thof 47Maize Crop Disease Detection Challengecode
  • 10thof 40IndabaX Zimbabwe 2026: Loan Default Prediction Hackathon
  • 41stof 374DigiCow Farmer Training Adoption Challenge

Full Zindi profile (PeterTheAnalyst) →

03 Certifications

Verified, not just claimed.

Microsoft

Active
  • Azure AI Engineer Associate2025
  • Azure Data Scientist Associate2025
  • Power BI Data Analyst Associate2025

DataCamp

  • Data Engineer AssociateOct 2024
  • Data Analyst AssociateOct 2024
  • SQL AssociateOct 2024
  • Data Scientist AssociateApr 2024

Programs

  • McKinsey Forward ProgramDec 2024
  • Aspire Leaders ProgramJan to Mar 2025
  • WorldQuant University Applied AI LabNov 2024 to May 2025
  • WorldQuant University Applied Data Science LabNov 2023 to Apr 2024
  • YALI Fundamentals of Responsible LeadershipAug 2024