Available Now · Grand Prairie, TX · Open to Remote

Jayson
Quindao

Builder. Operator.
AI Engineer.

I architect AI systems, deploy agentic workflows, and build production SaaS from scratch — solo, end to end. I operate at the intersection of engineering, enterprise operations, and business outcomes. I don't just write code — I understand the layer it's solving for.

View My Work Get In Touch LinkedIn ↗ GitHub ↗
1 Production SaaS built solo, zero to live
80% Dev cycle reduction via AI agents
40% Reconciliation time cut via SQL automation
99.9% Accuracy on multi-million dollar financial networks
// What I Build

Real code.
Real infrastructure.

No tutorial repos. Every project is production-grade, solving a real problem, with real stakes.

LIVE · FOUNDER 🏗️
GG Loop LLC — B2B SaaS Platform

Sole architect, engineer, and operator. I took this from zero to production — market validation, database schema, backend infrastructure, frontend, payment processing, and customer onboarding. No team. No agency. Just execution.

Built a resilient backend using Node.js + PostgreSQL + AWS Kinesis. Automated CI/CD pipelines cut deployment overhead by 60%. Integrated Stripe + PayPal. Deployed Claude + GPT-4 agentic workflows reducing debugging cycles by 80%.

Node.jsTypeScript PostgreSQLReact AWS App RunnerAWS Kinesis AWS RDS · S3GitHub Actions CI/CD DockerStripe APIPayPal API
AI · AUTOMATION 🤖
Autonomous AI Job Application Engine

Built a fully headless Puppeteer system that applies to jobs autonomously. Tailors resumes per company via Claude API, injects ATS-optimized prompt streams invisibly, converts HTML to pixel-perfect PDF, navigates Greenhouse/Ashby forms, uploads files, and submits. No GUI. No flash. Runs silently in the background.

PuppeteerNode.js Claude APIHeadless Chrome HTML→PDFATS Engineering
AI · AGENTIC
AI Agentic Workflow Systems

Designed and deployed autonomous multi-agent systems using Claude, GPT-4, and AWS Bedrock. Task decomposition, code review pipelines, automated testing, and deployment orchestration chained across agents via MCP protocol. Reduced debugging and review cycles by 80%.

Claude APIGPT-4 AWS BedrockMCP Protocol LLM OrchestrationPython
ENTERPRISE · FINOPS 📊
Financial Operations Automation @ NCR Atleos

Engineered SQL automation pipelines replacing legacy manual workflows across national ATM financial networks. Cut reconciliation cycle time by 40%. Managed multi-million dollar transaction portfolios at 99.9%+ accuracy. Built executive compliance dashboards used by senior leadership.

SQLData Pipelines FinOpsReconciliation Executive ReportingCompliance
// Experience

Where I've
done the work.

From national logistics networks to enterprise financial infrastructure to solo SaaS — I go deep and deliver.

GG Loop LLC
NOV 2025 — PRESENT
Founder & CEO — Full-Stack AI Engineer · Grand Prairie, TX
  • Product Leadership: Sole architect of a production B2B SaaS platform — from schema design to live AWS cloud deployment.
  • Technical Execution: Node.js + PostgreSQL + AWS Kinesis backend. Automated CI/CD cut deployment overhead by 60%.
  • AI Agents: Deployed Claude + GPT-4 agentic workflows reducing debugging cycles by 80%.
  • GTM & Sales: Led founder-led sales — translating complex technical architecture into enterprise business value.
  • FinOps: Integrated Stripe/PayPal; mapped every engineering decision to revenue and ROI.
NCR Atleos
AUG 2023 — NOV 2025
Financial Operations Engineer · Frisco, TX
  • High-Stakes Operations: Managed multi-million dollar ATM transaction portfolios at 99.9%+ accuracy in a zero-error-tolerance environment.
  • Automation: Built SQL pipelines replacing legacy exception-balancing workflows — 40% faster reconciliation cycles.
  • Executive Reporting: Produced compliance dashboards and variance analysis reports used by senior leadership for regulatory decisions.
  • Cross-Functional: Bridged technical infrastructure teams and business operations to resolve root-cause data anomalies.
Mentalix, Inc.
SEP 2022 — SEP 2023
Data Operations Specialist · Plano, TX
  • Data Governance: Managed sensitive operational data pipelines with HIPAA-adjacent compliance standards.
  • Quality Assurance: Identified systemic data inconsistencies, streamlined workflows, reduced error rates organization-wide.
U.S. Postal Service
SEP 2021 — SEP 2022
Logistics & Operations · Coppell, TX
  • Operated within a 24/7 hub-and-spoke logistics network. Inspected pipeline data and resolved operational bottlenecks in real-time under strict deadlines.
// Stack & Skills

Full-stack.
Full-context.

I work across the entire product — from database schema to customer conversation.

⚡ AI & Agents
Claude APIGPT-4 / OpenAI AWS BedrockMCP Protocol LLM OrchestrationAgentic Workflows Prompt EngineeringRAG Systems
🛠️ Engineering
TypeScriptPython Node.jsReact SQL / PostgreSQLREST APIs DockerPuppeteer HTML / CSS
☁️ Cloud & DevOps
AWS App RunnerAWS RDS AWS S3AWS Kinesis GitHub Actions CI/CDCloudflare Workers Stripe APIPayPal API
📈 Business & GTM
GTM StrategyFounder-led Sales Technical Account MgmtFinOps Agile / ScrumVariance Analysis Regulatory ComplianceExecutive Reporting
// Education

Academic
foundation.

University of Texas at Dallas
Computer Science Coursework
Aug 2022 — Dec 2025 · Richardson, TX
Tarrant County College
Associate of Arts (AA)
2014 — 2022 · Fort Worth, TX
// Open To

The right role
at the right company.

I build AI systems, own the full loop from engineering to customer, and move fast. If that's your team — let's talk.

🚀
Forward Deployed Engineer
Embed with customers, understand their systems, build the solution on-site. This is what I do — technically deep and customer-facing.
$150k – $300k · Remote
🤖
Applied AI / ML Engineer
Ship AI systems to production. Agentic workflows, LLM pipelines, real customer impact — not research.
$150k – $250k · Remote
🏗️
Solutions / AI Architect
Design AI-native systems at enterprise scale. Translate complex technical architectures into business outcomes.
$150k – $280k · Remote
Early-Stage / Founding Engineer
I've already built a company solo. I know what it takes to ship fast, own the stack, and make decisions without a roadmap.
Equity + $120k+ · Remote