Mark Kenneth Badilla // Deep Infrastructure

Stop watering the leaves.
Engineer the roots.

"You are bleeding OPEX on fragmented SaaS subscriptions."

"Your AI wrappers hallucinate because your underlying data is dirty."

"If one Zapier webhook breaks, your entire operational pipeline halts."

"You don't need another API. You need resilient, codified infrastructure."

Architecture Diagnosis

The Illusion of Scale.

Founders don't want AI wrappers; they want leverage. But right now, your business is a fragile house of cards built on no-code platforms, API rate limits, and LLM token bloat.

Hover (or tap) the chaos below to codify.

FRAGILE

Airtable DB ($$) PostgreSQL Core

Zapier Glue Next.js Portal

Hallucinating AI UI MCP / n8n Agents

Manual CSV Exports Predictable ROI

SYSTEM ATOMICITY ENFORCED // OPEX FIXED

Uptime Architecture

Self-hosted infrastructures replacing fragile no-code platforms.

Zero

LLM Token Bloat

Mastered context optimization & Model Context Protocols (MCPs).

Fixed

Enterprise Costs

Converted massive variable SaaS OPEX into predictable logic.

Deployment Logs

1.5 years exclusively working beneath the surface of LLMs, orchestrating agentic workflows and automating complex business pipelines.

March 2026 – Present

Lead AI & Systems Engineer

WeAssist

Self-Hosted Resurrection: Engineered and deployed highly resilient PostgreSQL infrastructure on VPS servers, ensuring zero data loss and flawless atomicity for downstream AI.
Agentic Flow Control: Refactored global AI agents utilizing Model Context Protocols (MCPs). Eradicated LLM token bloat while maximizing inference accuracy.
Predictive Intelligence: Cleaned and modeled historical relational data to develop an advanced AI-driven predictive churn model for executive leadership.

2025

Software & Automation Engineer

Hatch It Solutions

Laid the groundwork for scalable data engineering. Built robust ETL scripts and managed server configurations (Infrastructure as Code) to drastically reduce deployment times via CI/CD pipelines.

Make your business unstoppable.

If you are a founder or engineering manager looking to build your core technical foundation so fast and securely that you never worry about scale or OPEX bloat again, let's talk.