Available for Projects

Helping Organizations Use AI, Data & Automation

Practical AI solutions for businesses in Tanzania, East Africa and beyond.

AI Chatbots AI Consulting Data Annotation RAG Systems Swahili–English AI
20+
Years combined ICT & AI experience across Tanzania
2
Languages — English & Swahili AI data expertise
5+
Core AI skill baskets: RAG, Annotation, Deployment & more
3
Advanced degrees incl. UT Austin AI/ML & Liverpool Security
Experience with:
Agriculture Education Finance / SACCOs Government NGOs Global AI Firms

Where I Deliver Results

These are the core areas where I work — each one practical, deliverable, and built for organizations ready to move with AI.

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Consultation & Training

Strategic AI consulting, readiness assessments, and hands-on workshops for teams — delivered in English and Swahili. I help organizations understand AI, identify where it fits, and build internal capacity to use it confidently.

AI Workshops Strategy Roadmap Readiness Assessment
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Data Analysis & Processing

Turning raw organizational data into structured, usable intelligence. From cleaning and organizing datasets to building automated data pipelines and generating AI-powered reports — I help organizations make their data work for them.

Data Pipelines Structured Datasets AI-Powered Reports
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AI Solutions & Development

Building practical AI systems tailored to your organization — from RAG-powered knowledge chatbots that answer from your own documents, to AI agents, automation workflows, and custom-trained models. Deployable on your website, WhatsApp, or internal portals.

RAG Chatbots AI Agents Workflow Automation
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Data Annotation

Professional AI-ready dataset creation across text, audio, and image modalities. With specialist expertise in English–Swahili bilingual and code-switching data — critical for AI systems built for East African contexts. Rigorous QC throughout.

NLP Annotation Audio Transcription Swahili–English Data
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MS Clarity Catalyst

Alongside his technical work, Mateo creates practical AI and business growth resources through MS Clarity Catalyst — a growing library of digital tools for coaches, leaders, and solopreneurs who want to use AI to work smarter and build with more clarity.

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AI Guides

Practical guides to use AI in your daily work

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Digital Tools

Templates and frameworks for smarter building

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Growth Resources

Built for coaches, leaders & solopreneurs

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Clarity First

Work smarter with AI — without the overwhelm

Bridging ICT Infrastructure & AI Intelligence

With over two decades of ICT experience and a focused specialization in AI, Mateo brings a rare combination — the systems thinking of an infrastructure professional with the precision of an AI data specialist.

Based in Dar es Salaam, Tanzania, he helps organizations across East Africa and globally adopt practical, affordable AI solutions.

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AI Systems & RAG95%
Data Annotation & QC92%
AI Model Development82%
Deployment & APIs80%
Swahili–English NLP98%

Selected Projects

A snapshot of AI and data projects delivered for real-world organizations.

RAG System 2025

Document Q&A RAG Chatbot

Built a Retrieval-Augmented Generation system allowing an organization to query internal knowledge bases via natural language.


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Data Annotation 2025

Swahili–English Annotation Pipeline

Designed and executed a full multimodal annotation workflow for English–Swahili code-switching NLP dataset.


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Let's Build Something Intelligent

Whether you need an AI chatbot, dataset preparation, or strategic consulting — let's talk about how AI can work for your organization.

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