Open to opportunities

Beatriz Berbert

@beatrizberbert

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Strategic AI Program Manager building safe, high-throughput model evaluation systems.

Brazil

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What I'm looking for

I’m looking to lead strategic AI programs that combine rigorous evaluation, AI safety/red teaming, and high-throughput delivery operations—translating stakeholder goals into measurable systems while scaling cross-functional teams with clear KPIs and QA accountability.

I’m a Strategic AI Project Lead and AI Program Manager with 10+ years of cross-functional experience directing high-impact initiatives across complex Engineering and Artificial Intelligence operations. I blend technical engineering rigor with advanced data analytics to turn ambiguous stakeholder goals into execution-ready systems.

I’ve owned full-lifecycle QA and evaluation team operations, including capacity planning, daily throughput monitoring (TP), and performance escalations to guarantee strict SLA compliance. I architect agile delivery workflows in Azure DevOps and drive backlog, sprint planning, and calibration efforts that optimize generative AI evaluation pipelines.

I also specialize in AI safety and domain-aligned execution—running red team operations, designing adversarial campaigns, and applying multimodal safety testing (text, audio, video). From LLM safety and bias mitigation to model evaluation workflows (RLHF, SFT, SxS), I’m focused on measurable alignment and reliable delivery quality.

Across programs, I’ve scaled teams and contributor frameworks, including scaling an adversarial AI safety pod from 20 to 200+ elite contributors while mitigating performance drift. I bring strong systems thinking, executive stakeholder management, and clear technical communication—backed by experience in data quality auditing, AI training, and structured technical writing.

Experience

Work history, roles, and key accomplishments

Current

AI QA Project Manager

Current

Microsoft AI

Nov 2025 - Present (8 months)

Directed a specialized QA and evaluation pod, owning full-lifecycle team operations including capacity planning, throughput monitoring, and SLA-compliant escalations. Architected agile delivery workflows in Azure DevOps to optimize generative AI evaluation pipelines for Microsoft Copilot.

Quality Assurance Azure DevOps SLA KPI Tracking Backlog Management Sprint Planning Team Leadership

AI Trainer

Outlier AI

Apr 2024 - Dec 2025 (1 year 8 months)

Generated high-fidelity annotated English and Portuguese data to support fine-tuning and alignment workflows for tier-1 models. Designed adversarial prompts and executed RLHF and other evaluation methodologies, including preference ranking and multimodal audio/TTS tasks.

LLM Alignment RLHF Methodologies Adversarial Prompting Multimodal Audio TTS Evaluation Multilingual (English Portuguese) Data

Jr Chief of Staff

LatamCent

Sep 2025 - Nov 2025 (2 months)

Architected and deployed generative AI interviewer assistants with inbound/outbound calling to accelerate candidate-pipeline velocity and recruiter efficiency. Standardized an enterprise Applicant Tracking System (Ashby) workflows, troubleshooting systemic errors and producing technical documentation for scalable adoption.

Workflow Automation Webinar Production Technical Documentation

AI/ML Data Quality Analyst Lead

SuperAnnotate AI

May 2024 - Nov 2025 (1 year 6 months)

Led multilingual and coding dataset review and audit processes to ensure semantic logic and alignment with high-priority project requirements. Improved labeling throughput and delivery quality by updating style guides and standardizing QA/training/operations workflows.

Data Auditing Multilingual Dataset Review Coding Dataset Alignment Style Guide Contributor Support Cross Functional Communication

Project Manager

Scale AI / Outlier AI

Oct 2024 - Jul 2025 (9 months)

Scaled an adversarial AI safety pod from 20 to 200+ contributors using a multi-tiered capability progression framework to mitigate performance drift. Engineered adversarial campaigns and QA reporting to deliver audit data, throughput metrics, and bottleneck analysis for project turnaround.

Adversarial Campaign Design Contributor Scaling Throughput

Civil Engineer

BRB Projects & Construction

Dec 2017 - Apr 2024 (6 years 4 months)

Directed 30+ multidisciplinary engineering and consultancy projects, focusing on structural execution, rigorous planning, resource optimization, and budgetary control. Delivered complex, regulatory-compliant solutions through agile decision-making and cross-functional coordination under deadline pressure.

Project Planning Resource Optimization Budget control Regulatory Compliance Agile Decision Making Cross functional Coordination

Writer, Editor & Translator

BR Editorial Studio (Independent)

Jul 2015 - Mar 2024 (8 years 8 months)

Performed semantic analysis, translation, and editing for complex technical and literary materials to improve cross-cultural data fidelity. Published educational and literary works using detailed linguistic precision and audience-focused textual refinement.

Translation Editing Proofreading Semantic Analysis Technical Writing Content Localization Cross Cultural Communication Creative Writing

English Teacher

CCAA

Jul 2010 - Aug 2020 (10 years 1 month)

Led instructional delivery and managed learning pipelines across diverse proficiency levels, strengthening public speaking and advanced communication. Managed cohorts, evaluated students, and supported cross-cultural mentoring and conflict resolution to develop strong people-management practices.