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Filipe Côrtes

@filipecortes

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Senior Data & AI Engineer specializing in LLM/GenAI systems, RAG, and intelligent automation.

Brazil

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What I'm looking for

I’m looking to lead production-grade LLM/RAG solutions and data pipelines—building intelligent automation, measurable dashboards, and robust evaluation/observability with strong cloud engineering for real business impact.

I’m a Data & AI professional with 6+ years of experience across Data Science, Data Engineering, and Artificial Intelligence. I specialize in LLM and GenAI solutions, delivering intelligent automation, data pipeline development, and strategic dashboards.

In my consulting work, I’ve led Generative AI and LLM projects for LATAM clients—from conception to production—building RAG architectures, autonomous agents, and embedding pipelines. I integrate language models using OpenAI API, Vertex AI (GCP), and AWS Bedrock, while focusing on scalable cloud orchestration.

I bring deep technical execution across RAG implementation (LangChain, LlamaIndex, FAISS, pgvector), model fine-tuning and evaluation (Hugging Face Transformers with PEFT/LoRA, RAGAS, LangSmith), and production LLM observability. Alongside AI work, I deliver reliable ETL and analytics using Python, SQL, BI tools, and automation frameworks.

Experience

Work history, roles, and key accomplishments

Current

Senior Data & AI Consultant

Current

FC Consultoria E Servicos

Aug 2022 - Present (3 years 10 months)

Led end-to-end Generative AI and LLM implementations for LATAM clients, including RAG architectures, autonomous agents, and embedding pipelines. Built and deployed solutions using OpenAI API, Vertex AI, and AWS Bedrock, including evaluation and LLM observability in production.

RAG LlamaIndex Faiss Pgvector OpenAI API Vertex AI Prompt Engineering

Analytics Analyst

Tech For Ti

Sep 2025 - May 2026 (8 months)

Conducted corporate data analysis and modeling in BigQuery and Azure to support consistent, governed reporting. Developed and automated Power BI dashboards and complex SQL queries for operational and financial KPI tracking.

BigQuery Azure SQL Power BI Data Modeling Data Governance KPIs Advanced Excel Data Automation

Data Analyst

Cast Informatica

Aug 2023 - Jan 2025 (1 year 5 months)

Developed and maintained ETL data pipelines with Pentaho, Databricks, and n8n, optimizing integrations and reporting data flows. Created Power BI and Tableau dashboards and built predictive models in Python for financial and operational analysis.

Databricks Pentaho N8n Power BI Tableau ETL SQL Python scikit learn Predictive Analytics

Business Intelligence Analyst

New Way

Aug 2022 - Aug 2023 (1 year)

Built ETL pipelines in Python and n8n by integrating multiple heterogeneous data sources. Developed Power BI dashboards for executive stakeholders and applied forecasting and customer behavior analysis using advanced SQL and machine learning techniques.

Python N8n ETL Power BI SQL Machine Learning Data Modeling Forecasting KPI Reporting Predictive Analytics

Data Scientist

Universidade Federal De Goias (UFG)

Mar 2018 - Jul 2022 (4 years 4 months)

Built risk prediction models for agribusiness using climate data and time series machine learning. Developed dashboards in Power BI to communicate research findings and implemented classification, clustering, and regression models.