JASON MARTOCCI

FULL-STACK ENGINEER / AI SYSTEMS BUILDER / FOUNDER

I BUILD AI
SYSTEMS THAT
OPERATE.

Senior full-stack engineer and founder with 25+ years shipping software, commerce platforms, AI products and automation. Current work spans agentic workflows, retrieval, tool use, evaluations, guardrails and observability.

SYSTEMS I DESIGN AND OPERATE

  1. AI AGENTS

    Autonomous workflows that research, decide, and act inside explicit controls.

  2. DATA PIPELINES

    Evidence flows that keep provenance, freshness, and state visible.

  3. AUTOMATION

    Reliable jobs and tools that remove repeated operational friction.

  4. PLATFORMS

    Production products built for usefulness, reliability, and growth.

  5. INTEGRATIONS

    APIs and services connected through narrow, observable boundaries.

  6. OUTCOMES

    Systems that turn complex intent into measurable, maintainable work.

01 / SELECTED WORK

SYSTEMS I'VE BUILT

Ideas are easy.
Working systems are more interesting.

View all work
SYSTEM 02DATA / SPORTS
The AI Bookie evidence-backed sports decision interface

THE AI BOOKIE

Evidence-Backed Sports Decision Support

AI Bookie Brain 2.0 turns verified sportsbook market evidence into transparent decision support, with provenance, freshness and uncertainty kept visible.

SPORTSDATAAIAUTOMATIONANALYTICS
SYSTEM 03MARKETS / AUTOMATION
AI Paper Trader paper-only market operations interface

AI PAPER TRADER

Paper-Only Market Operations

Martocci Mayhem connects market research, strategy reviews, broker previews, approval gates, risk controls and audit-ready paper-trading operations.

MARKETSALPACAAUTOMATIONNODESYSTEM DESIGN
Stack or Sink Roblox game artwork
SYSTEM 04ROBLOX / GAME DESIGN

STACK OR SINK

Playable Interactive System

A Roblox game project where world design, player feedback, and systems thinking become something you can play.

ROBLOXROBLOX STUDIOGAME DESIGNPLAYER UX
Explore game

02 / PRODUCTION STACK

TECHNOLOGY
WITH A JOB.

From interface to infrastructure.
Every tool earns its place in the system.

01 / PRODUCT ENGINEERING

BUILD THE EXPERIENCE

Fast, responsive web products with clear service boundaries and reliable data flow.

ReactNext.jsTypeScriptNode.jsExpressREST APIs
02 / AI + AUTOMATION

MAKE WORK MOVE

Retrieval-grounded and agentic workflows built with narrow tools, structured outputs, explicit approvals and measurable operating controls.

RAGTool CallingMCPStructured OutputsEvalsTracing
03 / DIGITAL COMMERCE

TURN INTENT INTO ACTION

Storefronts, mobile commerce, checkout flows, integrations, and conversion-focused product delivery.

Shopify PlusMagento 2DrupalMobile CommerceShopify APIs
04 / DISCOVERABILITY

BUILD TO BE FOUND

Technical SEO and answer-engine foundations that make product meaning explicit to people and machines.

JSON-LDSEO / AEOOpen GraphSitemapsCanonical URLs
Explore the full technology stack

04 / STORY

THE MACHINES CHANGED.
THE INSTINCT DIDN'T.

01EARLY COMPUTING
02DESKTOP SOFTWARE
03THE WEB
04WEB APPLICATIONS
05CLOUD
06SAAS
07AUTOMATION
08GENERATIVE AI
09AGENTS
10NEXTCURRENTLY COMPILING...
Explore the story

05 / EXPERIMENTS

THE LAB

Not every idea needs to become a company.
Some things exist because I wanted to know if they could work.

EXPERIMENT 001ACTIVE

Autonomous Sports Signal Engine

Can market movement become a useful time-series intelligence signal?

Open lab note ↗
EXPERIMENT 002ACTIVE

Persistent AI Workflows

How much useful work can software complete when context, tools and state persist?

Open lab note ↗
EXPERIMENT 003ACTIVE

Machine-Operated Systems

What changes when software stops waiting for a human click?

Open lab note ↗

07 / METHOD

HOW I BUILD

Practical systems work.
Evidence before theater.

  1. 01UNDERSTAND THE SYSTEM

    Map the real inputs, outputs, dependencies and constraints before changing anything.

  2. 02FIND THE FAILURE POINTS

    Look for the boundaries where state, integrations, assumptions or people can break the flow.

  3. 03BUILD THE SMALLEST WORKING VERSION

    Prove the core behavior before expanding the surface area.

  4. 04RUN IT AGAINST REALITY

    Real usage exposes what architecture diagrams and optimistic assumptions miss.

  5. 05OBSERVE WHAT BREAKS

    Logs, state and failure evidence turn surprises into engineering input.

  6. 06AUTOMATE WHAT REPEATS

    Move reliable repeated work out of human memory and into explicit systems.

  7. 07KEEP IMPROVING

    Ship, measure, learn and revise without pretending the first version is the final one.

08 / THE HUMAN

BUILDING SOFTWARE
WAS NEVER REALLY
ABOUT THE CODE.

Technology has changed dramatically throughout Jason's career.

What has remained constant is the process: seeing something that doesn't exist yet, understanding how it should work, and building the system that makes it real.

ENGINEERPRODUCT BUILDERENTREPRENEURPROBLEM SOLVERPERPETUALLY CURIOUS
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