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timmaundu/README.md

Tim Maundu

Website X GitHub

Web: timmaundu.github.io

Software & AI builder in Kenya

I build practical AI systems, web products, networking tools and cloud-backed automation for real workflows.

My current focus is useful AI: agents, RAG systems, model evaluation, SaaS products and the engineering around them. I also bring hands-on depth in networking, MikroTik, ISP billing and cloud computing, so the systems I build can connect to real infrastructure and operating environments.

What I build

  • AI agents for research, operations, workflow automation and guided decision support
  • RAG systems that retrieve, cite and explain source-grounded context
  • SaaS products with clear dashboards, APIs, auth, data flows and deployment paths
  • Networking and ISP billing systems around MikroTik, hotspot/PPPoE workflows and tenant operations
  • Evaluation loops for model quality, latency, cost, failure modes and usefulness
  • Africa-ready software that respects local context, connectivity, cost and trust

Active directions

  • Hakili AI - legal intelligence direction for source-grounded Kenyan legal research
  • MUA Jobs - AI-assisted employment support for matching, application guidance and skills gaps
  • AI implementation scorecards - practical ways to measure whether AI projects are moving from pilots into production
  • Production software depth - networking, MikroTik, ISP billing, databases, APIs, dashboards, payment flows, automation and cloud operations behind the AI layer

How I work

I use AI for reasoning, investigation, prioritisation and communication, but important changes must stay traceable, reviewable and verified. Good software is not only clever; it is reliable enough for people to depend on.

Find me

Pinned Loading

  1. Data-Analysis-Fifa21-Challenge Data-Analysis-Fifa21-Challenge Public

    Jupyter Notebook

  2. Data-Cleaning-Analysis Data-Cleaning-Analysis Public

    Python

  3. Pandas-Learning Pandas-Learning Public

    Jupyter Notebook

  4. Sales-Dataset Sales-Dataset Public

    Python

  5. timmaundu timmaundu Public

    AI systems, automation, and practical model interaction.

  6. timmaundu.github.io timmaundu.github.io Public

    Tim Maundu - AI systems, automation, and useful infrastructure.

    HTML