Career Timeline
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Traact
Apr 2025 — PresentSenior Software Engineer
Senior engineer on Traact's contract-lifecycle platform, working across the full stack on entity management, permissions, and AI integrations. Led a cost and quality revamp of the contract-AI pipeline (intelligence-service) and is transitioning into a Tech Lead / Principal Engineer role, technically driving the Blue Label vendor entity-binding project.
- -99%Migrated the contract-AI base model from GPT-4-0613 to GPT-5-mini, cutting input-token cost ~120x and output-token cost ~30x
- -80%Migrated the document-embedding model to text-embedding-3-small, cutting embedding cost for RAG/autofill ingestion
- $5K→$10Re-ingested ~6,000 existing platform documents into the new embedding pipeline for under $10, versus an estimated $5,000 with the naive approach
- Redesigned contract autofill to skip reprocessing already-filled documents, eliminating redundant intelligence-service calls
- Found and fixed cross-tenant data-isolation vulnerabilities (groups, contracts, invoices, boards, tasks leaking across workspaces), with automated test coverage
- Designed an internal multi-agent AI pipeline (PO -> Architect -> Developer -> Reviewer -> QA) to accelerate feature delivery from Linear tickets
Education & Certifications
UNIPDS
2026 — PresentSoftware Engineering in Applied AI
Univesp
2018 — 2020B.Eng., Computer Engineering
Anhanguera Educacional
2007 — 2011B.Sc., Computer Science
ETEC Deputado Salim Sedeh
2003 — 2004Technical Degree, Information Technology
Skills & Stack
Backend
Node.jsTypeScriptNest.jsRabbitMQCamunda BPMNIA
Frontend
React.jsNext.jsRedux / Redux SagaContext APIMaterial UITypeScript
DevOps-Cloud
DockerKubernetesAWS EKS / EC2ArgoCDGitHub ActionsKeycloak
Database
PostgreSQLMySQLMongoDBRedisOracleDB
IA
PineconeOpenAI Completions
Tools
GitJestKong / Konga
