Open to opportunities

Avery Palermini
AI Builder. Operator.

I build AI systems that actually work — from custom LLMs to autonomous agent teams to production ad platforms. Not theory. Shipped code, real results.

View Projects avery@cendrix.ai
$7M+
Ad Spend Managed
19
Active Client Accounts
1.17B
Parameter Model Built
10
Autonomous AI Agents
What I Bring

Skills and Stack

Combining operator experience with a technical AI skill set that most people in either category don't have.

🤖
AI and Machine Learning
Building and deploying real AI systems
LLM Architecture Custom Model Training Transformer Design Mamba-2 / SSM Differential Attention Fine-tuning Prompt Engineering AI Agent Orchestration LiteLLM PyTorch Hugging Face
🐍
Python Development
Full proficiency — in progress
Python Core Data Structures OOP File I/O and JSON Error Handling Modules and Packages NumPy ✦ learning ML Fundamentals ✦ learning PyTorch ✦ learning
📡
Paid Advertising
Multi-platform, performance-focused
Meta Ads TikTok Ads Google Ads Campaign Strategy Creative Direction Pixel Setup Audience Targeting Budget Optimization UGC Production
🛠️
Building and Shipping
Full-stack product development
Next.js TypeScript Prisma / PostgreSQL Stripe Integration Railway Deployment Netlify REST APIs Webhook Architecture Auth Systems Docker
⚙️
Automation and Operations
Systems that run without babysitting
Agentic Workflows Cron Scheduling Slack Automation CRM Systems Airtable Notion Automation API Integration PowerShell Process Design
📊
Strategy and Growth
Operator background, not theory
Client Management Performance Analysis Content Strategy Account Retention GTM Strategy Cold Outreach Onboarding Design Reporting Systems
What I've Built

Projects

Real products, shipped. Not demos or side experiments.

Live
Launchpad
AI-powered ad creative platform under Cendrix LLC. Brand DNA extraction, image and video generation, Meta and TikTok campaign management, usage-gated billing, and a full admin panel. Built with Next.js, deployed on Railway.
Next.js TypeScript Prisma Stripe Railway Gemini API
Live
Autonomous Agent Team
10-agent AI system running daily operations: ad audits, client communication, Slack scanning, report generation, token health monitoring, and more. Fully autonomous — runs on cron schedules without manual input.
OpenClaw Claude API Meta Ads API TikTok Ads API Slack API Airtable API
Live
Inbound Client Dashboard
Internal analytics dashboard for Inbound Media clients. Aggregates Meta and TikTok ad performance across 19 accounts, surfaces anomalies, and gives the team real-time campaign visibility.
Python Meta Ads API TikTok Ads API Railway
Building
Python from Scratch
A fully self-contained Python learning platform with in-browser code execution (Pyodide), 8 chapters, 52 days of curriculum, and 144 exercises. Built as a single static HTML file deployed to Netlify.
HTML/CSS/JS Pyodide CodeMirror Netlify
Where I've Worked

Experience

Real roles, real results.

2026 — Present
Founder
Cendrix LLC
Building an AI research company and SaaS platform. Shipped Launchpad (AI ad creative platform), built a 1.17B parameter LLM from scratch, and designed a novel 7B architecture.
  • Designed and trained Orion Atlas — custom LLM with novel hybrid architecture
  • Built and shipped Launchpad, a full-stack SaaS with Stripe billing and AI generation
  • Architected a 10-agent autonomous AI team managing daily business operations
2025 — Present
Digital Advertising Manager
Inbound Media
Managing paid media across 19 client accounts on Meta, TikTok, and Google. Responsible for campaign strategy, creative direction, client communication, onboarding, and performance reporting.
  • Managing $7M+ in cumulative ad spend across Meta, TikTok, and Google
  • Built internal automation tools including a multi-account analytics dashboard
  • Deployed AI agents to handle daily audits, reporting, and client touchpoints
Background

About Me

I'm an operator who builds. Most people in AI are either technical but don't understand business, or they understand business but can't build. I'm working to close that gap for myself.

My day job is running paid media for 19 clients. In my own time I'm building a custom LLM, a SaaS platform, and learning the full technical stack from the ground up. I document everything.

I believe the most valuable people in the next decade will be the ones who can sit at the intersection of strategy, AI, and code. That's the lane I'm building toward.

📍
Location
Grove City, OH (Columbus area)
🎓
Currently Learning
Python, ML fundamentals, LLM internals
🔬
Research Interest
Hybrid SSM/Attention architectures
Currently Building
Orion Atlas 7B, Launchpad v2
Get in Touch

Let's Talk

Open to roles, collaborations, and conversations at the intersection of AI and business. If what you're building sounds interesting, reach out.