Beatriz Berbert

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 case

Scale 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 case

LatamCent

Up to 3×Faster candidate progression

I helped build and deploy 20+ AI interview assistants for early screening calls.

Read the LatamCent case

Interactive 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 call

Analytics & 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 dashboard

Workflow automation

Request to Action

Keep the original ticket and deadline when new evidence arrives. Recover a saved ticket after a lost confirmation.

Run the workflow

Work with the data

Nine tables cover team capacity, requests, routing history, and scored pilot trials.

SQLite CSV bundle

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

Helped build and deploy AI interview assistants for inbound and outbound screening 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

I led 30+ engineering and consulting projects. I prepared budgets and managed schedules, regulatory requirements, and handovers, coordinating clients, designers, contractors, and suppliers.

I designed electrical, plumbing, and lightning protection systems (SPDA) and prepared renovation drawings and floor plans.

Completed Porto Azul Residencial façade with glass balconies and the main entrance. — Porto Azul Residencial

65-unit residential building

I managed site crews, the construction budget, and material procurement. I planned material requirements and prepared monthly and six-month construction schedules.

I reviewed structural reinforcement drawings and checked the installed rebar against them on site. I coordinated concrete pours, load tests, and concrete slump tests.

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.