Carlo Miguel Dy — AI Automation Specialist

Professional Summary

Engineering-first AI Automation Specialist with 7+ years in software delivery and 4+ years specializing in Web3. Owns automation from workflow analysis and system architecture through approval controls, product interfaces, automated tests, infrastructure, and release verification. Delivered cross-stack automation for prediction-market operations, multi-tenant application delivery, MCP/LLM tool workflows, CI/CD, and security-review remediation. Builds multi-agent production systems with tiered delegation, isolated execution lanes, independent review, and evidence-gated completion; ships the frontend, backend, data, integration, and test layers needed to make automation operational.

Engineering focus cross-stack workflow automation · human-confirmed actions · automated testing and release delivery · MCP architecture · guided tool calling · multi-agent orchestration

Professional Experience

AltLayer Sep 2024 – May 2026 · Remote

Senior Software / Product Engineer — MCP platform owner · Founding frontend engineer on Rumour & Autonome

Owned an MCP automation platform connecting models to real protocol workflows while keeping READ and WRITE execution understandable, testable, and human-controlled.

Architected for reliable tool selection: organized tools into small, cohesive per-protocol MCP servers across EVM + Solana; added schema-level examples and workflow hints so weaker/open-source LLMs could select tools and construct arguments more reliably.
Built safety into execution: supported READ operations and gated every WRITE behind explicit user confirmation; integrated Coinbase Developer Platform wallet transaction flows and adapted the integration during the transition toward server wallets.
Automated system validation: wrote MCP-tool E2E tests and built a dual-model LLM harness that reached ~97% pass for MCP-tool interaction validation across the supported set of ~37 protocols and ~176 tools; also covered browser flows, APIs, wallets, smoke paths, and manual QA with Playwright, Synpress, and integration tests.
Delivered production AI surfaces: built a ManusAI-like chat UI exposing tool calls, integrated OpenRouter, and implemented work for the platform's stateless Hono API conversion while keeping its public API stable; also designed 8004scan's OAuth/SSE conversational experience and developer API, delivered Python MCP DeFi integrations for AltLLM, and used orchestrated agents to review security findings across Docker Compose environments.

Limitless Labs Dec 2023 – Sep 2024 · Remote

Senior Blockchain Engineer — Founding full-stack engineer, Limitless Exchange

Owned automation and systems delivery across four codebases — API, smart contracts, indexer, and frontend — for a prediction-market platform on Base.

Automated a manual, error-prone market-creation workflow end-to-end: frontend forms, REST endpoints, backend middleware, PostgreSQL models, smart-contract integration, and Gnosis Safe multisig approval flows.
Led NestJS/Fastify backend architecture and migrated MongoDB/Mongoose to PostgreSQL/TypeORM with zero data loss; built custom FPMM contracts, an Envio indexer, deployment scripts, alert bots, and Hardhat/Foundry test suites.
Shipped the Chakra UI/Privy frontend, mobile-responsive trading flows, and real-time portfolio calculations across the prediction-market product.

Atlantis World / Limitless Labs Dec 2021 – Dec 2023 · Remote

Lead Blockchain Engineer — Founding engineer, later engineering lead

Led full-stack and blockchain delivery for an early-stage metaverse, including a live community NFT sale that settled 327.14 WETH (~$1.01M) on Polygon.

Owned 13 of 18 DeFi/Web3 protocol integrations end-to-end and oversaw five more with the team; turned protocol interactions into cohesive in-game workflows spanning frontend, backend services, wallet authentication, and smart contracts.
Ran the NFT-sale engineering shift end-to-end: authored the Next.js sale dApp, built and deployed the Solidity sale contract, and implemented the Node.js Merkle allowlist service; deployed and verified contracts across Ethereum, Polygon, and Optimism.
Led a JavaScript-to-TypeScript migration of the React/Vite game client and established typed components and TypeChain bindings; coordinated a small engineering team through specifications, reviews, testing, and delivery.

Selected Engineering Systems

Cross-Stack Workflow Automation

Automated Limitless market creation across forms, REST services, PostgreSQL, smart contracts, and Gnosis Safe approvals; automated multi-tenant Flutter/Firebase delivery with prebuild scripts and Codemagic CI/CD; enforced behavior with unit, integration, browser, wallet-signing, and release tests.

Professional Experience

FilledStacks Apr 2021 – Feb 2022 · Remote

Software Engineer

Automated multi-tenant Flutter/Firebase application setup and delivery so multiple client apps could ship from a shared codebase, each targeting its own Firebase project.

Owned application features from UI specifications through business logic, TDD, client demos, and Codemagic CI/CD; authored changes for FilledStacks' widely adopted open-source Flutter packages.

Infina, Ltd. Aug 2020 – Jan 2022 · Philippines / Remote

Lead Software Engineer (concurrent with FilledStacks)

Led a 3-engineer remote team delivering a mobile workforce-analytics application across development, staging, and production.

Built Angular Ionic analytics workflows, optimized SQL queries for large datasets, and maintained AWS EC2/Nginx deployments; mentored junior engineers and drove reviews and refactoring.

Earlier: Freelance Full-Stack Software Engineer (2019 – 2021) — web applications, PWAs, dashboards, backend services, and deployments on AWS/GCP/Nginx. · Fligno — Software Engineering / QA Automation Intern — Robot Framework, Appium, Python, and Selenium automation.

Skills

AI Automation MCP server architecture, guided tool calling, schema-level examples, human-confirmed WRITE workflows, LLM tool integration, OpenRouter, agentic security review, visible tool-call interfaces

Agent Systems Multi-agent orchestration, model tiering, isolated execution lanes, cross-vendor adversarial review, repository contracts, phase gates, evidence-gated completion, persistent handoffs

Languages TypeScript, JavaScript, Python, Solidity, PHP, Go, SQL

Backend & Data Node.js, NestJS, Hono, Fastify, Django/DRF, REST APIs, PostgreSQL, MongoDB, Redis, Prisma, TypeORM, Supabase, RLS, domain-driven design

Frontend & Mobile React, Next.js, Vue/Nuxt, Vite, Tailwind CSS, Chakra UI, Zod, PWA, Capacitor, Flutter, Ionic, Figma-to-production

Testing Playwright, Synpress, Vitest, Jest, unit, smoke, browser E2E, wallet-signing E2E, API integration, LLM/MCP validation, manual QA

Infrastructure Docker, Docker Compose, Kubernetes, Helm, GCP, AWS, Vercel, GitHub Actions, Nginx, CI/CD

Web3 Solidity, Hardhat, Foundry, Viem, Ethers, Wagmi, TypeChain, Gnosis Safe SDK, CDP Wallets, Ethereum, Base, Polygon, Optimism

Selected Engineering Systems

8004scan Conversational Product & Developer API

OAuth handoff, server-sent-event streaming, agent-context chat, natural-language discovery, follow-up suggestions, API-key authentication, tiered rate limiting, OpenAPI, and a typed client across web, PWA, iOS, and Android.

saas-launch Production System

Provider-aware product-delivery workflow spanning discovery, PRD, prototype, build, verification, and deployment with explicit approvals, reusable scaffolding, multi-agent tiers, and durable handoffs.

Limitless Market-Creation Automation

Operator workflow joining frontend forms, NestJS/Fastify services, PostgreSQL models, smart contracts, and Gnosis Safe multisig approvals across a four-codebase prediction-market platform.

Education

Mindanao State University — Iligan Institute of Technology (MSU-IIT)

B.S. Information Technology, Database Systems