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StaticB1/README.md

Blessing James Siwonde: AI and infrastructure engineer, founder of Statotech Systems

statotec.com LinkedIn X Crunchbase Email

01 · ABOUT

I build AI systems and the infrastructure they run on.

I'm an AI & Infrastructure Engineer at Gractor in Seoul and the founder of Statotech Systems in Harare. My days go to LLM reasoning over ontologies, time-series models and the GPU servers underneath them. Through Statotech Systems I build and run software for businesses in Zimbabwe and across Africa.

Now
Intelligent ontology systems that combine LLM reasoning with AI DB inference, and time-series anomaly detection, on GPU servers with open-source model serving.
Published
First author in IEEE Access on hybrid distributed caching. A Ceph–Alluxio design that cut backend disk I/O by 35×. doi:10.1109/ACCESS.2026.3664402
Studied
M.Sc. Computer Engineering, Ajou University
B.Sc. (Hons) Computer Science, Bindura University
Speak
English · Shona · Korean (TOPIK 4)

02 · STATOTECH SYSTEMS

Statotech Systems

Software that runs.

Statotech Systems (Private) Limited builds ready-made products for Zimbabwean businesses and takes on custom development for everything else. We design for the conditions our customers work in: intermittent power, two currencies in the same till, and paying by phone. Statotech Systems is a member of NVIDIA Inception.

Statotech POS
Statotech POS
Point of sale for Zimbabwean shops
ZimSchool
ZimSchool
A school ERP, with fees collected through Paynow
MenuWise
MenuWise
QR digital menus for restaurants
ZimRate
ZimRate
Live Zimbabwe exchange rates, sold as an API
AfriRate
AfriRate
Central-bank rates for 28 African countries, with a free API and an open-source MCP server
ToraShaout
ToraShaout
Personalised video messages from celebrities
Pabasa
Pabasa
GPS-verified attendance for retail merchandisers
statotec.com →
Instagram · Facebook

03 · OPEN SOURCE

Things I've built in the open

Project What it does
claude_ai_usage_widget A system-tray widget for Claude Code plan limits, with local token and cost analytics
browser-llm-api An OpenAI-compatible API over your signed-in ChatGPT and Gemini web sessions: chat, vision and image generation
androlinux Run a full Linux distribution on an Android device's own kernel, with no virtual machine
afrirate-mcp AfriRate's African exchange rates, inflation and gold prices for AI agents
claude-code-sounds Audio notifications for Claude Code permission prompts
taffline-bricks Website for a Zimbabwean building-materials supplier

04 · TOOLS

What I work with

Python TypeScript Next.js React Node.js PHP Laravel Docker Kubernetes PostgreSQL MySQL Cloudflare Linux

AI and ML: LLM integration and serving (Claude, Qwen3-32B), RAG, ontologies and knowledge graphs with AI DB, time-series ML, MCP servers.
Systems: Ceph, Alluxio, FUSE, distributed file systems, cache tiering, HPC benchmarking (FIO), GPU provisioning.

05 · BACKGROUND

Where I've worked

Where Role When
Statotech Systems, Harare Founder 2026–
Gractor, Seoul AI & Infrastructure Engineer 2026–
Ajou University Systems Research Lab Graduate Research Engineer: built and benchmarked a 4-node HPC storage testbed; published in IEEE Access 2024–2026
Ethics Consulting Zimbabwe Software Developer: five production systems for banking clients, including a Treasury Dealing System 2019–2022

06 · ON GITHUB

GitHub stats Top languages


HARARE, ZIMBABWE · SEOUL, KOREA · STATOTEC.COM
Me: bsiwonde@gmail.com · Statotech Systems: contact@statotec.com

Popular repositories Loading

  1. claude_ai_usage_widget claude_ai_usage_widget Public

    2-in-1 for Claude Code: a live system-tray usage widget (5h/7d plan limits) + local token & cost analytics — per project/model/tool, budgets, forecasts. Unofficial; not affiliated with Anthropic.

    Python 23 4

  2. browser-llm-api browser-llm-api Public

    OpenAI-compatible API over your signed-in ChatGPT and Gemini web sessions: chat, vision, image generation, and design tools that make website sections, app screens and brand images. MCP server, das…

    Python 6 4

  3. androlinux androlinux Public

    Run a full Linux distribution on an Android device's own kernel — no virtual machine, no syscall translation

    Python 4

  4. claude-code-sounds claude-code-sounds Public

    Audio notifications for Claude Code permission prompts

    Shell 1

  5. socialdl socialdl Public

    Save images/videos from public Instagram, TikTok, and Facebook accounts — a CLI, MCP server, and HTTP API built for humans and AI agents.

    Python 1

  6. tuckshop tuckshop Public

    JavaScript