Full-Stack Engineer • AI Systems Designer • Product Modernization Specialist

📧 Email: cavadaMarc@gmail.com
📞 Toronto / Ottawa — 613-853-9585

I am a full-stack engineer and systems designer specializing in scalable application architectures, cloud-native deployments, and AI-augmented user experiences. My experience spans frontend engineering, backend APIs, DevOps pipelines, and intelligent UI/UX systems. I focus on modular design, performance, automation, and modern product engineering practices.

I have led modernization initiatives across enterprise banking, government, retail, international organizations, and GenAI product labs.

BotWorks is a modular engineering ecosystem focused on structuring user intent, scoring narrative inputs, and generating actionable tasks using AI orchestration. It includes an Expo client, an MCP Server, and supporting automation tools.

A mobile interface for converting natural-language inputs into structured tasks using:

Determines contextual anchors (people, goals, obligations, emotional drivers).

Measures urgency, cognitive load, and motivational weight.

Determines the output type:
task • note • plan • story-beat • subgoal • reflection

• Cross-platform UI component library
• Neon JSON design-system tokens
• IconCore SVG engine (RN + Web compatible)
• Slide-based narrative UI
• Planned integration with MCP backend

A FastAPI-based AI orchestration system handling:

• Multi-agent workflows (manager + workers)
• Vector RAG pipelines (ChromaDB, IBM RAG)
• Embedding-based retrieval
• Detailed scoring for Connection / Intensity / Materialization
• Transformation of narrative inputs into high-precision task objects
• Event hooks for Expo App, Telegram Bot, and static sites
• Deployable via Docker to GCP / Azure

A lightweight automation service providing:

• Gmail API integration
• NLP summarization and classification
• Telegram message routing
• Workflow triggers for MCP task processing
• Dockerized deployment for serverless environments

• Responsive HTML/CSS layout
• Clean asset pipeline
• Lightweight JS slideshow component

• WordPress containerization via Cloud Run
• Cloud SQL + secure VPC
• CI/CD via GitHub Actions
• Multi-environment .env configuration

Frontend: React, React Native, Expo, Next.js, Angular, TypeScript
Backend: Node.js, Express, Python, FastAPI, GraphQL
AI / Data: ChatGPT API, Hume Voice, IBM RAG, ChromaDB
Cloud: GCP (Cloud Run, SQL, IAM, VPC), AWS Amplify, Lambda
DevOps: Docker, GitHub Actions, Turborepo
CMS: Adobe AEM, WordPress Headless, OpenText

• Developed MCP multi-agent backend system
• Built RAG pipelines for personalized content
• Modernized BCBP ecosystem on Cloud Run
• Engineered cross-platform Expo UI libraries

• Productized GenAI prototypes into stable demos
• Developed Cognito + Amplify integration
• Built reusable UI component tokens

• Architected microfrontend gateway
• Engineered DAM workflows and AI tagging operations

• Implemented GraphQL API wrappers
• Integrated Google NLP for chatbot intent accuracy

• Automated WCAG 2.1 compliance workflows
• Developed secure identity-verification systems

• B.Sc. Civil Engineering — University of San Carlos
• Humber College — Software Development
• Certifications:
  • Adobe AEM
  • SAP OpenText
  • Google Cloud ACE
  • AODA Accessibility