Guilherme Latrova

1. Feb 2026-Present 9 mos

   AI Engineer & Founder

   Independent AI ProductsGenerative AI

   • Launched two AI video products solo: dayvid.ai and Vibe Videos.
   • Orchestrated multi-model LLM pipelines with fallbacks and schema-enforced outputs.
   • Built LLM evals: blind A/B across models plus multimodal QA before render.
   • Made renders 11x faster and 19% cheaper by benchmarking GPU vs Lambda.
   • Cut projected AI cost per video ~10x ($15 → $1.50) via per-stage token analysis.
   • Shipped an OAuth 2.1 MCP server and a tool-calling agent that edits videos.
   • Built personal AI agents (Claude Code + MCP) automating email, invoicing and publishing.
   • 8,000+ commits in 8 months driving parallel Claude Code and Codex agents via Orca, kept production-grade by custom skills, AI code review and thousands of tests.

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   TypeScriptNext.jsReactPostgreSQLAWS LambdaSQSCloudflareTerraformOpenAIGeminiMCPClaude Code
2. Jun 2022-May 2026 4 yrs

   Founding Software Engineer

   Silk SecurityCybersecurity

   • Joined as 3rd engineer; built the product from first release to acquisition.
   • Integrated ~100 security vendors (CrowdStrike, Tenable, Veracode and more).
   • Eliminated production throttling in API clients serving millions of requests/day.
   • Rebuilt CDK as multi-environment infra; launched the EU region and isolated gov environments.
   • Connected self-hosted customer tools (GitHub Enterprise, SonarQube) via an on-prem broker.
   • Cut CI test time 60% (12 → 5 min) by parallelizing pytest on GitHub Actions.
   • Data snapshots cut customer bug reproduction from 3 days to hours.
   • Incremental sync over terabytes cut dashboard lag from 48h to 3h.
   • Routed alerts to the owning engineer via structured logging, reducing MTTR.
   • Built AI-assisted incident triage: a Claude Code workflow that analyzes sync failures across 8 production regions and recommends fixes.

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   PythonFastAPITypeScriptReactGoMongoDBAWS CDKCelery
3. May 2021-May 2022 1 yr 1 mo

   Senior Software Engineer (Full-Stack)

   Lumos IdentityCybersecurity

   • Replaced manual infra changes with PR-based Terraform + Atlantis.
   • Owned AWS infrastructure for production and development.
   • Fixed slow queries and locks on Postgres at millions of rows/day.
   • Expanded Datadog alerting to catch bugs before customers did.

   TerraformAtlantisAWSPostgresGraphQLDatadogReactTypeScriptPython
4. Feb 2020-Apr 2021 1 yr 3 mos

   Tech Lead

   ZakRestaurant Tech

   • Promoted to Tech Lead within months; rated Outstanding.
   • Led two business units, Kitchen Ops and Logistics (~3 engineers each).
   • Architected the first microservices (Kafka, Protobuf) on Kubernetes in production.
   • Rebuilt the kitchen software: 1.0 in 2 months, 2.0 in every hub that quarter.

   PythonNode.jsKafkaProtobufKubernetesTerraformMicroservices
5. Apr 2018-Mar 2020 2 yrs

   DevOps Engineer

   FineTuneEducation

   • Launched a new online exam product on EKS from scratch, fully in Terraform.
   • Migrated 50+ Terraform stacks across 12 environments to Terraform 0.12 in about two weeks.
   • Managed AWS and 22 GitHub repos as code with Terraform, enforcing reviews.

   TerraformCloudFormationAnsibleKubernetesAWS ECSLambdaCircleCIMicroservices
6. Nov 2016-Apr 2018 1 yr 6 mos

   Software Engineer

   Easy TechnologyHealthcare

   • Led a team of 5 automating tests on a legacy codebase, catching bugs before production.

• 855GitHub stars
• 34,667PyPI downloads / month
• 12,082Contributions last year
• 216GitHub followers

Nothing matches. Maybe I should learn it.