A WhatsApp-based financial assistant where people manage their money entirely through natural language — no forms, no dashboards. Built on Node.js and AWS with LLM APIs using structured outputs for parsing and categorizing every message. I own the product, the infrastructure, and the AI-agent layer.
I build backends that carry millions of users
7+ years building cloud-native systems on AWS. I led a banking platform migration that moved 2M+ users and grew transactions 35%. I design serverless backends, real-time data pipelines and AI-powered workflows for fintech and IoT — and I ship the front-end when the product needs it.
Products I've built
Things I own end to end — product, infrastructure, and everything in between.
Experience
Roles spanning full-stack product work, cloud platforms, distributed systems, and reliability.
Backend & Cloud Specialist — Namutek Fintech
- Lead AI and cloud innovation for fintech integrations — AML/KYC pipelines, tokenization workflows, and intelligent data extraction using LLMs.
- Design scalable event-driven architectures on AWS (Lambda, DynamoDB, RDS, EventBridge, SSM Parameter Store) for payment processing and compliance systems serving clients including BAC, one of Central America's largest banks.
- Evaluate and integrate third-party AI vendors and APIs, aligning technology decisions with long-term product and regulatory requirements.
- Drive backend modernization across internal fintech systems, introducing clean architecture patterns and infrastructure-as-code with AWS CDK.
Senior Backend Engineer — Powerley
- Designed and deployed serverless data pipelines using AWS Lambda, IoT Core, DynamoDB and Timestream, processing millions of real-time device telemetry events daily.
- Led OTA update orchestration for 10,000+ IoT devices, improving firmware rollout reliability and reducing communication errors by 25%.
- Migrated legacy Python services to Node.js 20 microservices with Serverless Framework and Clean Architecture, improving deployment consistency and reducing cold-start overhead.
- Built operational dashboards with Amazon QuickSight and CloudWatch, cutting incident response time through improved observability.
- Collaborated with hardware and data teams to optimize firmware-to-cloud integrations using AWS IoT Core and the ZigBee stack.
Senior Software Engineer — Namutek Fintech
- Orchestrated the migration of 2M+ banking users to a unified fintech platform, improving scalability and boosting transaction volume by 35%.
- Refactored authentication and authorization using AWS Cognito and DynamoDB, enabling dynamic roles and fine-grained permissions at scale.
- Built internal admin modules and microdeposit approval workflows, reducing processing time by 40% and strengthening auditability for compliance teams.
- Implemented structured logging and observability with CloudWatch, decreasing debugging time by 30% and reducing mean time to recovery.
- Standardized CI/CD pipelines and serverless deployments with Serverless Framework, improving team velocity and release reliability.
College Professor (Part-time) — Universidad Valle del Momboy
- Taught Frontend Development to computer engineering students — React, Vue, JavaScript (ES12+), Tailwind, and testing methodologies.
- Designed a hands-on curriculum around component architecture, state management and real project delivery, increasing project completion rates by 25%.
- Organized hackathons and technical talks, boosting student participation by 20%.
Technical Lead Backend — CAISerT
- Led distributed teams delivering full-stack solutions with Node.js, Vue, GraphQL, Apollo, Docker and Neo4j.
- Introduced Test-Driven Development across the engineering team, reducing post-release defects by 30%.
- Designed graph-based data models with Neo4j, supporting complex relationship queries across the product.
- Designed event-driven patterns and drove architectural refactors, improving delivery speed by 15–20%.
- Mentored junior developers and established code review standards across the team.
Senior Fullstack Developer (Freelance) — TechSynergy
- Built scalable web applications using Node.js, Vue.js, MongoDB and MySQL with AWS service integrations.
- Improved overall system efficiency by 30% through architectural optimizations and codebase refactors.
- Reduced delivery timelines by 17% by integrating AWS services and improving application security practices.
Technical Expertise
Core technologies, infrastructure, and engineering practices used across production systems.
Highlights
Selected outcomes demonstrating scope, scale, and senior ownership.
Led backend initiatives supporting the migration of 2M+ users into a unified platform, improving scalability and increasing transaction volume by 35%.
Built serverless backends for device telemetry and rollout orchestration, improving connectivity reliability and reducing communication errors by 25%.
Designed fine-grained authorization using AWS Cognito + DynamoDB, enabling dynamic roles and audit-friendly access control.
Featured
Selected open-source work and technical writing.
Better Comments for Bitbucket PRs — improves code review clarity by enhancing PR comment formatting and collaboration.
Deep-dives on backend engineering, AWS serverless, architecture decisions, and career growth.
Community
Knowledge-sharing and technical communication through BSCode.
Through BSCode I publish technical content for a 22K+ LATAM developer audience — backend engineering, AWS serverless, system design, applied AI, and career growth. It keeps my technical communication sharp and is where I incubate side projects like BookEase, a scheduling SaaS built with NestJS, Prisma, PostgreSQL and Next.js.
Education & Certifications
Formal education and AWS credentialing.
Computer Engineer — B.S. in Computer Science
- Foundations in software engineering, systems design, and computer science fundamentals.
- Honorable mention for thesis work, published in the university's scientific journal: applying a cGAN (pix2pix) neural network architecture to generate building facade images.
AWS Certified Cloud Practitioner
- Validated knowledge of AWS fundamentals, security, pricing, and cloud best practices.
AWS Certified Developer – Associate
- Validated expertise in developing, deploying, and debugging cloud-native applications on AWS.
AWS Certified AI Practitioner
- Validated fundamentals of AI/ML concepts and AWS AI services for practical, business-oriented use cases.
AWS Certified Solutions Architect – Associate Certified
- Validated expertise designing distributed systems on AWS — resilient architectures, cost optimization, security, and performance best practices.
Languages
Communication readiness for global teams.
Native
Full professional proficiency — daily async and live collaboration with U.S.-based teams on specs, architecture, and reviews
Contact
Best way to reach me for senior full-stack, backend, or platform roles.