AI behavior
Selected work
Microsoft
6 to 3–4 weeksEvaluator onboarding
I co-led a shared process for training, qualification, and handoff to production.
Read the Microsoft caseScale AI
<20 to 200+Contributors in the Safety Pod
Every Safety Pod lead adopted the qualification and progression process I helped design.
Read the Scale AI caseLatamCent
Up to 3×Candidate pipeline speed
I deployed 20+ AI interview assistants so recruiters could spend more time sourcing candidates.
Read the LatamCent caseInteractive demos
Three projects for Tern Harbor, a fictional field-service software company. Each uses synthetic data you can download.
AI program management
Launch Readiness
A reviewer intercepted a $240 refund promise. Decide whether to pause, restrict, or expand the pilot.
Make the rollout callAnalytics & BI
Delivery Planner
A specialist is out before Friday’s cutover. Compare ways to protect the handoff and see what slips into next week.
Try the dashboardWorkflow automation
Request to Action
Keep the original ticket and deadline when new evidence arrives. Recover a saved ticket after a lost confirmation.
Run the workflowWork with the data
Nine tables cover team capacity, requests, routing history, and scored pilot trials.
Experience
I spent six years in civil engineering before moving into AI operations. In both, I’ve managed handoffs across teams, worked with capacity constraints, and used quality checks to decide when work was ready to move forward.
- Analysis and reporting
- Excel, Power BI, SQL
- Delivery and automation
- Azure DevOps, Asana, Ashby, Make, n8n
- Education and languages
- MBA studies in Data Science & Analytics, USP/Esalq
Portuguese (native) and English (C2)
Microsoft
AI Quality & Evaluation Operations Lead
Co-lead onboarding, qualification and handoff to production. Own work allocation, calibration, QA audits, retraining and escalations for a team of 14.
LatamCent
Junior Chief of Staff
Built and deployed AI interview assistants for inbound and outbound calls. Standardized Ashby recruiting workflows across departments and documented how to use and troubleshoot them.
Scale AI
Project Manager, AI Safety
Helped design the contributor qualification and progression framework. Standardized QA reporting for project leads using audit findings, throughput and escalation signals.
SuperAnnotate
AI/ML Data Quality Analyst Lead
Led audits of multilingual and coding datasets and updated task guides and contributor workflows with QA and training teams.
BRB Projects & Construction
Civil Engineer
Led 30+ engineering and consultancy projects, coordinating clients, designers, contractors and suppliers. Managed budgets, schedules, regulatory requirements and site handoffs.
AI Safety Quest
Volunteer Operations Lead
Designed a rubric for candidate submissions and tested it on sample work, assessing task execution, research judgment and the usefulness of the final submission.
Writing
More on LinkedIn
Sketchbook
Oil pastel on paper
