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Role: Lead AI Architect
What I built:
I engineered Jaeger, a next-generation B2B Growth OS designed to outperform traditional tools like Apollo or Lemlist by shifting from "static lists" to "live intent."
The "Sentinel" Engine: Developed a high-speed scanner that monitors LinkedIn, Reddit, and G2 in real-time to detect active buying signals and pain points using advanced "Intent-Based Dorking."
Autonomous Reasoning & Synthesis: Built a cognitive backend that doesn't just scrape data—it reasons. It analyzes a prospect's specific problem and synthesizes hyper-personalized assets (like custom SEO/UX audits) as a "Trojan Horse" for outreach.
Surgical Outreach (Sniper Phase): Engineered a 100% autonomous cold outreach pipeline that delivers personalized emails and LinkedIn DMs with a 25% average reply rate (10x industry benchmark).
Authority Building & Ghostwriting: Integrated a module that builds the user's LinkedIn authority through AI-driven content and engagement, ensuring the "Sniper" hits a warmed-up target.
Fintech Model (Pay-per-Lead): Architected the platform to support a performance-based billing system, where users only pay for hyper-qualified leads.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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How are you actually structuring your AI workflow right now - are your tools connected, or are you still using them separately?
I’ve landed on a pretty simple system using just Claude + Flora.
Claude is where I develop the thinking - my existing brand direction, concepts, and refining prompts until they actually reflect the creative intent behind the project.
Flora is where that intent becomes visual. It’s a node-based canvas, so I can generate imagery, iterate variations, drop in mockups, and build full product scenes in one connected system.
I don’t see AI replacing design thinking. I see it speeding up execution while I stay fully in control of direction, taste, and decisions.
Curious to hear from you guys 🤔
📢 What does your AI workflow look like right now?
📢 What tools are you actually using day to day?
📢 And is there anything you think I should check out?
Would love to hear how others are building their systems.
this is wonderful, i love your lightning!
I have been using Claude Code for 2 months now, and i'm now at a level where i'm able to produce production ready components from designs.
I couldn't find the right component in Shadecn so I created and tweaked my own side nav bar, and the way of how I wish this experience would feel, you can see on the left my idea of build, and on the right the execution after a couple prompts.
It's like the smallest thing ever, but basically, I hate jumpy dashboard when one minimizes it, in this example you get to see how smoothly it closes.
No layout jumps, or random logo flashes, or jumpy-ness.
If you care about little details like this, you can definitely ship quality-grade products with AI.
My fear is shipping AI-Slop, so I spend a good amount of times (and tokens) until i'm happy with what I see.
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