Workflow automation
Automate complex workflows across teams and systems: approvals, data synchronization, scheduled jobs, and external service integrations.
n8n · AWS Step Functions · REST APIs · Webhooks · External service integrations
SOFTWARE ENGINEER · SANTO DOMINGO, DR
I’m Jeremy. I build full-stack products, applied AI systems, and the infrastructure that runs them.

Users served by MindBank AI
Products in a classification system
Monthly cloud cost reduction · FoodVery
01 / SELECTED WORK
Products and platforms I’ve helped architect, build, and operate.
AI SAAS / REAL-TIME SYSTEMS
Digital twins. Real conversations.
Rebuilt a Node monolith into a FastAPI and React platform for digital twins, document knowledge, organization tenancy, and live voice and video conversations.
Built hybrid RAG for grounded conversations, an append-only minute ledger, and usage metering across personal and organization credit pools.
Full Stack Platform Engineer
FastAPI · React · PostgreSQL · pgvector · Redis · OpenAI · ElevenLabs · Tavus · Stripe
Visit MindBankCONSTRUCTION TECHNOLOGY / CAD AUTOMATION
Turning drawings into coordinated decisions.
Built FastAPI and PostgreSQL services for construction budgeting, CAD intake, and multi-discipline clash detection. Implemented DWG/DXF processing, geometry extraction, long-running workers, and review workflows.
Moved detection onto a local backend pipeline, recovered damaged drawings, and delivered PDF/BCF exports. LLMs supported syntax repair, matching, and advisory review; geometry drove detection.
Architect / Backend Engineer
Python · FastAPI · PostgreSQL · Redis/RQ · SQLAlchemy · LibreDWG · ezdxf · Shapely · OpenAI
PLATFORM ENGINEERING / SECURITY
Certificate lifecycle, from order to deployment.
Developed full-stack SSL/TLS certificate workflows: ordering, server bindings, private-key management, automated deployment, and job monitoring.
Designed Vault Manager with FastAPI, Keycloak JWKS authentication, and Vault/OpenBao. Integrated distributed services and deployment workflows for nginx, Tomcat, and IIS.
Full Stack Platform Engineering
Django · React · FastAPI · Keycloak · OpenFGA · Ansible · Semaphore · Vault/OpenBao
APPLIED AI / DEVELOPER PLATFORMS
AI website creation beyond templates.
Designed a layered backend, session management, consistent error handling, and asynchronous workers for billing, image cleanup, and project deployment.
Contributed prompt chaining for AI website development, with deployment retries, structured logging, and monitoring.
Tech Lead / Senior Backend Engineer
Node.js · TypeScript · TS-Rest · TypeORM · Jest · Workers · Custom SDKs · GCP
MOBILE / CLOUD OPERATIONS
Loyalty that connects mobile and operations.
Developed a mobile loyalty application with menu browsing, tiered points, QR codes, profiles, and web/backend transaction workflows.
Reduced monthly cloud costs by 37% through database and Linux instance configuration on Google Cloud.
Senior Full Stack Engineer
React Native · Expo · Firebase Auth · FastAPI · React Query · GCP
Visit FoodVeryFINANCIAL SYSTEMS / BACKEND ARCHITECTURE
Privacy-focused financial integration.
Designed a financial consolidation backend for accounts, cards, and loans in the Dominican Republic, without persisting sensitive banking data.
Implemented modular REST APIs, authentication, audit logging, observability, and database-backed business logic.
Architect / Senior Backend Developer
TypeScript · Express · PostgreSQL · TypeORM · Redis · Cloudflare · Railway · OpenTelemetry
ALSO IN MY TOOLKIT
Multi-tenant restaurant SaaS, caching, CI/CD, and separate production and development environments on GCP.
GitOps website deployment and managed WordPress hosting with Vue, Django REST Framework, Docker, and Kubernetes.
Conversational AI integrated with Asterisk. Reduced response latency from 3–4 seconds to 1.5–2 seconds with cloud inference.
Infrastructure provisioning and self-hosted enterprise stacks through Xternal Studios.
Explore GetBundled02 / HOW I CAN HELP
Automate complex workflows across teams and systems: approvals, data synchronization, scheduled jobs, and external service integrations.
n8n · AWS Step Functions · REST APIs · Webhooks · External service integrations
Build RAG pipelines, AI agents, and document search. Connect models to your data, orchestrate retrieval with LangChain and LlamaIndex, and trace and evaluate outputs with Langfuse.
Langfuse · LangChain · LlamaIndex · pgvector · Qdrant · OpenAI · Python
Web, desktop, backend, and mobile development—from user interfaces and APIs to authentication, payments, and multi-tenant applications.
React · TypeScript · React Native · Expo · Python · FastAPI · Django · Node.js · PostgreSQL
Map systems with architecture diagrams, design services on GCP and AWS, define infrastructure with Terraform, and automate configuration and deployments with Ansible.
Architecture diagrams · GCP · AWS · Terraform · Ansible · Docker · CI/CD
03 / EXPERIENCE
From product features to architecture and production operations. Here’s what I’ve owned and delivered.
Selected results · Media Revolution SRL
Full Stack Engineer
Built frontend features, backend APIs, and database changes for an eProcurement SaaS platform. Worked with product, engineering, and business stakeholders on requirements and system-level decisions.
Senior Backend / Full Stack Engineer
Owned API design, architecture decisions, implementation standards, and code reviews. Built payments, subscriptions, and SDKs that connected legacy SOAP services to REST APIs.
Senior Full Stack / Backend Consultant
Deliver B2B applications, API integrations, and automation workflows. Connect software delivery with cloud deployment, structured logging, monitoring, and ongoing production support.
Explore my agencySoftware Engineer
Built frontend interfaces, backend APIs, database functionality, and business logic for an internal financial management platform. Introduced Git and GitFlow workflows for release collaboration.
Web Developer / Systems Support Engineer
Developed and deployed the corporate website, maintained production web applications and backend services, and supported VPS environments for customer-facing applications.
Lead Web Developer & DevOps · Volunteering
Lead architecture, development, deployment, release processes, and infrastructure for the official web platform. Coordinate development and work with stakeholders from requirements through delivery.
04 / BEYOND THE CODE
My work spans eProcurement, AI SaaS, financial software, construction technology, mobile applications, and infrastructure. I collaborate with stakeholders to turn requirements into software—and stay involved through deployment and production support.
Based in Santo Domingo Este, Dominican Republic.
Spanish native · English C1
EDUCATION
Universidad APEC
Bachelor’s degree in progress · 2022–2027
RECOGNITION / 2022
Scotiabank GBS. Recognized for performance; developed VBA automation that reduced handling time by 52%.
CONTINUING LEARNING
Scrum Foundation · DevOps Foundations · Clean Code · Serverless Architecture · Django REST Framework & Vue.js
LET’S WORK TOGETHER