Work Experience

Jan 2024 - Dec 2024

Data and AI Engineer · NTT Data LATAM and EUROPE - Banking Client Itaú

Led the migration of pipelines using Retrieval-Augmented Generation (RAG) approaches and model fine-tuning, enhancing analytical processes and ensuring greater efficiency and performance in critical systems. Transformed R pipelines to PySpark, integrating advanced data processing strategies.

LangChain
AWS Bedrock
PySpark
Spark
Python
SQL
Vector Database
R
Nov 2022 - Nov 2023

Full-Stack Developer · FalaAgro

Developed full-stack solutions including data automation and web scraping for capturing and processing agricultural sector information. Created mobile applications using Expo, React Native, and TypeScript, as well as front-end websites with Next.js and back-end with PostgreSQL, NestJS, and Prisma. Integrated and created scalable APIs.

Expo
React Native
TypeScript
Next.js
PostgreSQL
NestJS
Prisma
Jun 2022 - May 2023

Developer and Data Scientist Intern · Embrapa

Developed mobile applications and integrated APIs with machine learning models, optimizing processes and improving efficiency in the agricultural sector. Created and optimized algorithms in Node.js, ensuring high performance and scalability in developed solutions.

Node.js
Machine Learning
Mobile Development
API Integration

Technical Skills

Python
Langchain
AWS
SQL
Agents AI
Azure
R
RAG
Azure OpenAI
Spark
ReAct AI
Prompt Engineering
Javascript
CrewAi
LLMs
HuggingFace
ETL
Docker
CI/CD
LangFlow
Kubernetes
LangGraph
Fine-tuning