I build operational AI systems —
backends, orchestration workflows,
and analytics infrastructure.
AI systems engineering end to end — FastAPI backends, Azure OpenAI integrations, escalation routing, custom AI analytics, and automation pipelines deployed on Azure. Based in Palm Desert, CA.
Current Project
Desert Glow — Live AI Business Operating System
A fully deployed AI business operating system built end to end on Azure — AI concierge with escalation scoring, FastAPI backend, PostgreSQL, custom analytics platform with embedded AI agent, attribution infrastructure, and automation pipelines. Live in production.
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.
Problems We Solve
We build operational AI systems that help businesses grow, respond faster, and operate intelligently.
From customer acquisition and lead response to analytics visibility and operational automation, the system connects fragmented business workflows into one intelligent operating layer.
More Customer Acquisition
Turn scattered traffic, social content, ads, and inbound inquiries into measurable lead flow. Attribution systems, AI-assisted routing, and operational analytics help businesses understand where customers come from and where revenue opportunities are being lost.
Faster Lead Response
AI concierge systems, escalation routing, and automated workflows reduce missed follow-ups and help businesses respond to high-intent inquiries faster across disconnected communication channels.
Operational Visibility
Connect lead activity, operational signals, reviews, customer interactions, and business performance into unified analytics dashboards that surface what is actually driving growth.
Automation & Orchestration
Automation pipelines and orchestration systems reduce repetitive manual work, improve consistency, and allow teams to focus on higher-value business operations instead of fragmented processes.
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 build operational AI systems end to end — AI concierge backends, custom analytics dashboards, orchestration workflows, automation pipelines, and the infrastructure that makes them run reliably in production on Azure.
My work spans the full stack of operational AI: FastAPI backends connected to Azure OpenAI, PostgreSQL data layers with pgvector for RAG retrieval, React analytics platforms surfacing real-time business intelligence, and Power Automate workflows that turn AI signals into action. I design systems where the AI handles routing, qualification, and escalation logic, and the analytics layer provides full observability into what’s working.
- Operational AI systems & concierge backends
- Custom AI analytics dashboards
- FastAPI & Azure OpenAI backend infrastructure
- Automation workflows & orchestration pipelines
- Analytics infrastructure & attribution tracking
- AI-powered business intelligence tools
Desert Glow Lab is the live proof system for this work — a fully deployed AI business operating system on Azure with an AI concierge, 13-page React analytics platform, FastAPI backend, pgvector RAG, and automation infrastructure running in production.
Ready to build AI systems that generate real business outcomes?
I design and deploy operational AI infrastructure that increases revenue, reduces costs, automates customer interactions, and delivers real-time growth intelligence — built end to end on Azure.