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Strategic Partner

High-Stakes
Engineering.

We architect high-performance digital ecosystems for leaders who require absolute technical reliability and strategic foresight. Our work is designed for those who recognize that **technical infrastructure is a primary business asset.**

As the team behind Crafted Edge Solutions and Wellness Solutions Africa, we have spent the last five years proving that complex problems are best solved through senior-led engineering that owns the entire stack. From custom AI agents and financial infrastructure to resilient, owner-controlled systems, we deliver end-to-end technical excellence.

We operate at the intersection of **technical precision and business value.** Partnering with us means investing in systems that run 24/7, automate operational drag, and scale with your objectives.

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MM
Principal-Led Studio · Nairobi
Selective Engagement

Limited to
Five Clients.

To ensure the depth of focus required for high-stakes engineering, we only accept five strategic partnerships at any given time. We are currently reviewing applications for the next cycle.

01

Strategic Integration

We integrate into your long-term objectives, acting as your technical co-pilot to ensure every system architecture serves a core business goal.

02

Technical Independence

We prioritize resilient, owner-controlled infrastructure, removing dependence on fragile third-party dependencies and black-box SaaS.

03

AI-Amplified Workflow

We utilize a private, GPU-accelerated AI stack to amplify technical output, delivering the results of a large agency with the precision of senior principals.

04

Operational Continuity

We provide 24/7 monitoring through automated pipelines, ensuring your systems remain performant and resilient long after the initial build.

Skills

The full toolkit.
All of it shipped.

Every skill below has been used in production — not listed from a tutorial.

Frontend
ReactNext.jsTypeScript TailwindCSSHTML5 / CSS3GSAP Responsive DesignWeb Performance
Backend & APIs
PythonDjangoDjango REST Framework FastAPINode.jsWagtail CMS REST API DesignWebSocketsCelery
AI / Agents
OllamaGroq APIClaude API OpenAI APIMCP ProtocolLangChain n8nCustom AI AgentsPrompt Engineering Local LLM InfraGPU Inference (CUDA)
Infrastructure
DockerLinux / Ubuntusystemd NginxCloudflare PagesRailway VercelGitHub ActionsBash / Shell WSL2
Data & Payments
PostgreSQLSQLiteSupabase RedisM-Pesa Daraja APIStripe FlutterwaveWhatsApp Business API SendGridListmonk
AI Infrastructure

I run this.
In production.
Daily.

This isn't a learning project. I built and maintain a full local + cloud AI stack on my own hardware — GPU inference, multi-tool agents, and automated pipelines running 24/7.

meshack@local: ~/.ai-stack
$ cat ai-stack.yml agents:   # Hermes — primary multi-tool agent   hermes:     primary: groq/llama-3.3-70b-versatile     fallback: ollama/qwen3:4b     tools: [spotify, web_search, files, cron, agent_delegation]   pi: coding agent · node.js · groq/llama-3.3-70b local_inference:   gpu: NVIDIA GTX 960 · CUDA · 22–32 tok/s   models: [qwen3:4b, gemma3:4b, qwen2.5-coder:3b, nomic-embed-text] automated_pipelines:   blog_writer: groq llama-70b · Mon/Thu 4am · drafts to both sites   health_monitor: every 5min · containers · ports · external sites   dotfiles_sync: daily 3am → github services:   ollama: localhost:11434 · systemd · active   open_webui: localhost:8080 · docker · self-hosted   listmonk: localhost:9000 · docker · email marketing $ _
How I Work

Straight-line from idea
to live system.

01

Understand

I ask the questions that reveal the real problem — not just what you asked for.

02

Architect

You see the full system map before a line of code is written. No surprises.

03

Build & Ship

I build in sprints. You get access to a live staging environment from week one.

04

Maintain

I don't disappear after launch. The systems I build run because I keep them running.