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Bruno Aldo Lunardi

@brunoaldolunardi

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Applied AI Engineer building LLM product features, evaluation frameworks, and production workflows.

Brazil

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What I'm looking for

I’m looking to build and ship LLM-based product features in production—combining prompt engineering, agent orchestration, and rigorous evaluation (data + human feedback) with fast, AI-first development in real-world teams.

I’m an Applied AI Engineer with 8+ years across data science, machine learning, and LLM orchestration. I build LLM-based product features and embed generative AI into real operational workflows, using prompt engineering (chain-of-thought, few-shot) and tool use patterns over LLM APIs from Anthropic and OpenAI.

In my current role at Seguros Unimed, a highly regulated health insurance context, I lead LLM orchestration and integrate generative AI into operational insurance processes via LangGraph, CrewAI, and AutoGen, while designing evaluation frameworks that use data and human feedback. Earlier, I shipped a production recommendation system and an online A/B testing framework, defined go/no-go baselines (ROC-AUC, precision/recall, cross-validation), and improved deployment reliability through CI/CD and containerization.

Experience

Work history, roles, and key accomplishments

Current

Senior Consultant, AI Orchestrator

Current

NIT

Jun 2025 - Present (1 year 1 month)

Lead LLM orchestration and integration of generative AI into regulated insurance operational workflows. Design evaluation frameworks for AI outputs using data and human feedback (human-in-the-loop) and implement agent systems and tool-use patterns via LLM APIs.

LLM Orchestration Frameworks Agentic Systems LangGraph AutoGen Prompt Engineering Chain Of Thought Tool Use Patterns Human In The Loop AI Output Evaluation Quality Control RAG Anthropic Claude API OpenAI API

Agile Project Manager

Yamaha

Jan 2024 - Dec 2024 (11 months)

Led delivery of a financial data analytics platform on Databricks and Power BI. Orchestrated data ingestion and transformation (ETL/ELT) and managed dependencies to support accurate dashboards.

Agile Project Management Databricks Power BI Data Ingestion ETL ELT data transformation Dashboarding Dependency Management

Senior Consultant, Agile Coach

BIP Consulting

Jan 2020 - Jan 2024 (4 years)

Provided senior consulting across agile coaching and project management across multiple clients. Delivered data and analytics work and supported innovation squads within agile operating models.

Agile Coaching Project Management Agile Delivery SAFe

Agile Master, Project Manager

Petrobras

Oct 2021 - Dec 2023 (2 years 2 months)

Managed three innovation squads within a SAFe environment. Aligned business demand with technical feasibility and supported agile delivery across the squads.

SAFe Agile Innovation Squads Technical Feasibility

Scrum Master / Agile Specialist

F3 Capital

Jan 2019 - Jan 2022 (3 years)

Established flow-metrics practices (CFD, lead/cycle time, scatterplots) to guide iterative, data-driven delivery optimization. Introduced OKRs to support iterative planning and performance tracking.

Scrum Agile CFDs Scatterplots OKRs

Agile Master, Scrum Master

Safra Bank

Oct 2020 - Sep 2021 (11 months)

Built Jira and EazyBI dashboards to track KPIs. Supported agile delivery as Scrum Master, contributing to a 40% improvement in delivery time.

Scrum Master Jira KPIs Delivery Metrics

Data Scientist / Tech Leader

Upwork

Jan 2016 - Jan 2019 (3 years)

Engineered and deployed a production recommendation algorithm, integrating the feature into the product and improving user engagement and relevance. Built and validated predictive models and evaluation protocols, including A/B testing and go/no-go baselines, and supported reliable deployment with CI/CD and containerization.