Trusted AI starts
with context.
I'm Josh Mellender. I lead a quota-carrying growth sales team and personally build the data platforms, prospecting engines, and AI systems that run it. Same hands on the strategy and the code — and I help teams turn what they know into systems they can actually trust.
Three ways I work
Go-to-market leadership
District sales manager in restaurant tech — quota, forecasting, territory design, and Sandler coaching. I build for GTM because I am the GTM user.
Systems & automation
Python data pipelines, web apps, CRM automation over live APIs, and LLM agents. Not prototypes — tooling a team depends on every morning.
Trusted-AI & context
I help organizations turn institutional knowledge into AI systems people can rely on — with the clarity, restraint, and judgment real work requires.
Selected work
A sample of the systems I've designed, built, and operated — plus live sites and tools you can open right now.
Revenue Intelligence Dashboard
Ingests Salesforce, Salesloft, and Sigma every morning and renders a live team scoreboard — pacing, forecast lock/stretch, per-rep activity.
Prospecting & Enrichment Engine
Fingerprints an account's tech stack from raw HTML, detects marketplace & ad signals, and generates talk-track-ready outreach briefs.
Apex Underwriter
A live multifamily deal-underwriting tool — inputs to a GO / MARGINAL / PASS memo and a generated Letter of Intent. Public demo you can drive.
Client sites, shipped
Full production sites for real businesses — design, build, deploy. RL Remodeling and Colantuno & Son, live and driving leads.
Writing
Long-form notes on context, trusted AI systems, and making technology fit the business. Not trend pieces.
Build the context layer first.
Whether you need someone who can sit between sales and engineering, or help turning what your organization knows into systems it can trust — let's talk.