I build AI systems that become products — architecture, automation, analytics, and distribution.
I help companies turn AI capabilities into working systems and products — from backend architecture and Azure infrastructure to product packaging, demo assets, and the distribution layer around them. Based in Palm Desert, CA.
Featured Project #1
KalEdge — AI Product + Distribution
KalEdge is a full AI product: real-time prediction market intelligence powered by Oracle3, packaged as a public-facing platform with premium subscriptions, video content, social proof, and transparent performance tracking — built to attract users, not just to function.
KalEdge Platform — Win Smarter. Edge Smarter.
KalEdge surfaces prediction market edges before they close — combining Oracle3 AI analysis, live scanner feeds, and a curated daily intelligence brief into one operational trading intelligence layer.
Project #2
Desert Glow — AI Business Operations
Desert Glow is a live AI business operating system — AI concierge automation, lead routing, analytics dashboards, revenue attribution, and operational visibility built end to end on Azure. A complete example of AI integrated into real business workflows, not just a demo.
Complete Desert Glow AI Dashboard Walkthrough
A 25-minute walkthrough of the Desert Glow operational intelligence dashboard, covering AI concierge performance, lead flow, revenue attribution, escalations, reviews, services, and system health.
What I Build
Production AI systems — from backend infrastructure to the product and distribution layers that make them useful.
The moat is no longer just writing code. Architecture, implementation quality, product clarity, and distribution — that is where the real advantage is built.
Production AI Architecture
Companies need systems that are deployable, observable, and connected to real workflows — not just demos. I design and build the backend infrastructure, APIs, and orchestration that make AI reliable in production.
Automation & Workflow Integration
AI is only valuable when it is connected to actual business operations. I build automation pipelines, lead workflows, escalation routing, and decision support layers that make AI useful day to day.
Analytics & Proof Layer
Dashboards, attribution tracking, performance metrics, and operational visibility so the system is observable and provable — to operators, buyers, and investors who need to see it working.
Distribution & Product Packaging
Architecture is only half the work. I help package AI systems as products — positioning, demo assets, video walkthroughs, landing pages, and the distribution strategy that turns a working system into one people find and use.
Social Media Acquisition System
AI-Powered Customer Acquisition Engine
Most businesses post content constantly without knowing what actually generates customers, drives booked appointments, creates qualified leads, or increases revenue.
This system transforms social media into a measurable acquisition engine — combining AI-generated campaigns, operational analytics, attribution tracking, and automated engagement workflows into one connected growth system.
Instead of treating Instagram, TikTok, paid ads, reviews, and inbound messages as disconnected marketing channels, the platform connects every customer touchpoint into a unified intelligence layer that tracks:
- which campaigns generate real leads
- which creatives convert customers
- which channels waste budget
- where high-intent prospects originate
- which content drives booked appointments
- how engagement connects to operational revenue
The system is designed to help businesses scale customer acquisition intelligently — using automation, attribution infrastructure, AI-assisted content systems, and operational analytics to continuously improve conversion performance over time.
This is not just social media management. It is AI-assisted growth infrastructure built for operational visibility, lead generation, and revenue intelligence.
Each creative is tested against acquisition metrics — booked appointments, lead quality, and revenue attribution — not vanity engagement.
Interested in operational AI infrastructure?
Let’s talk about backends, orchestration, analytics, and what I’m building.
Let’s Talk ↗About
About Abdi Alamir
I’m an AI systems builder focused on production architecture and real-world distribution. AI coding tools make it faster to build software — but they don’t automatically create trust, users, customers, or revenue. My focus is the full system: backend infrastructure, automation workflows, analytics, the product story, and the distribution layer around it.
For startups and small companies, that often means operating across engineering, product design, technical marketing, demo assets, and implementation — not just writing the backend. I’m useful when you need someone who can build the system and help make it useful.
- Production AI architecture & backend systems
- Orchestration workflows & automation pipelines
- Analytics platforms & operational dashboards
- Product packaging, demos & technical positioning
- Customer workflow integration & operational AI
- Distribution strategy & go-to-market assets
KalEdge and Desert Glow are live examples — production AI systems with product experiences, analytics layers, and distribution assets built alongside the backend.
Ready to build AI systems that people can understand, use, and buy?
I design and deploy AI infrastructure end to end — backend architecture, automation workflows, analytics, product packaging, and the distribution strategy that turns working systems into products. Based in Palm Desert, CA.