Professional Experience
3 roles building mission-critical systems across fintech, AI, and enterprise software.
Software Engineer Associate
Scotiabank
February 2026 – Present
Software Engineer on the COMEX Peru IT team, building and maintaining mission-critical backend services that power international trade operations across Latin America. Driving high-performance microservices architecture under strict compliance and SLA requirements in a Tier-1 banking environment.
- ▸Contributed to the development of a custom Securities platform — an internal application responsible for managing client investment portfolios across equities, fixed income, bonds, and shares, handling millions of dollars in assets and thousands of daily transactions with full auditability.
- ▸Engineered microservices supporting international trade operations (COMEX), collaborating with cross-functional squads to streamline foreign exchange and trade settlement workflows.
- ▸Implemented the SWIFT GPI API integration for real-time tracking of interbank and customer transactions worldwide, exposing the live status of each payment using the UETR (Unique End-to-End Transaction Reference) to provide full payment-chain visibility across correspondent banks.
- ▸Led the server migration of an internal reconciliation application, ensuring zero-downtime transition, data integrity across all reconciliation records, and continuity of critical financial settlement processes.
- ▸Developed an institutional report generation module for PDF and Excel formats consumed by approximately 2,000 internal users, automating the production of financial statements, portfolio summaries, and reconciliation reports that previously required manual preparation.
- ▸Partnered with the Wealth Management team to develop and optimize backend services for client wealth product lifecycle management.
- ▸Provisioned and deployed internal service infrastructure through CI/CD pipelines (Jenkins, ArgoCD), reducing deployment cycles and improving release reliability.
- ▸Applied Design Thinking methodology to translate complex business requirements into scalable technical solutions, directly impacting client-facing product delivery.
- ▸Enforced enterprise-grade security and compliance standards across all services, ensuring adherence to financial regulatory frameworks.
- ▸Integrated continuous deployment and delivery pipelines for internal services across all development environments, standardizing release flows from dev to production.
Backend Engineer
Nebula Medical
August 2025 – February 2026
Technical Backend Engineer for an AI-driven medical intelligence platform, architecting advanced RAG systems, multi-model orchestration, and HIPAA-compliant data infrastructure for healthcare providers.
- ▸Led backend architecture of an AI-driven medical platform using LangChain for multi-model orchestration across Claude, GPT-5, and Gemini, reducing average AI response latency by 35% through intelligent model routing and caching.
- ▸Designed and implemented a RAG-based conversational memory system with vector search (Pinecone), enabling persistent clinical chat context and reducing AI hallucination rate and improving diagnostic response accuracy.
- ▸Engineered a scalable Data Access Layer (DAL) with Prisma 7 and PostgreSQL, optimizing complex queries through advanced indexing and caching strategies, sustaining p99 < 500ms and p95 < 200ms under concurrent clinical workloads.
- ▸Implemented end-to-end encryption and HIPAA-compliant security protocols across all patient data flows, achieving no critical findings in our internal audits.
- ▸Integrated 3+ healthcare interoperability APIs (FHIR R4, SaludTools) enabling seamless data exchange across provider systems and reducing integration overhead by 50%.
- ▸Architected and deployed a multi-tenant authentication system using Clerk, reducing onboarding friction for new healthcare organizations by 70%.
- ▸Implemented API Gateway using AWS API Gateway and Lambda functions, reducing API response latency by 80% and reducing application bundle size.
Intern - Software Developer I
Caseware
June 2024 – July 2025
Contributed to a global audit platform serving 475,000+ users across 130 countries, developing integrations in the imports/bindings module, backend microservices, and modern frontend architectures while leading technical migrations and agile ceremonies.
- ▸Engineered integrations within the imports/bindings module of the Caseware platform, a mission-critical data ingestion layer used by 475,000+ professionals across 130 countries, ensuring reliable, schema-compliant data mapping at enterprise scale.
- ▸Developed critical backend microservices in Java Spring Boot and Node.js and deployed serverless infrastructure on AWS through CDK, optimizing operational costs. Launched CDK projects from development to production environment.
- ▸Led massive data migrations (500k+ records) ensuring transactional atomicity and reliability. Improved data access patterns latency time by 40%
- ▸Implemented reactive components in Angular, reducing application load time by 30% through lazy loading and bundle optimization techniques.
- ▸Configured orchestrated deployments in Kubernetes
- ▸Responded to on-call production incidents with rapid triage and resolution for clients.
- ▸Led Scrum ceremonies for a 7-developer team, ensuring continuous value delivery for the imports team.
- ▸Worked with AWS services such as S3, DynamoDB, EC2, EKS, RDS.