Flavio L.

Data Scientist

Machine Learning Engineer
8/1/2023 - Present

Developed web applications leveraging Large Language Models (LLMs) including GPT-4, Gemini, and Claude 2. Specialized in fine-tuning open-source models like Llama 2. Implemented advanced techniques such as Retrieval-augmented generation (RAG), utilizing the LangChain framework for efficient and effective application processes.

Data Scientist
4/1/2022 - 8/1/2023

Specialized in creating Spark pipelines for the efficient processing of extensive databases and building predictive models to identify high-need, high-cost patients. Developed competencies in natural language processing (NLP) by creating models including regex-based approaches and Transformer models, to accurately interpret medical reports and infer patient conditions. Utilized tools and frameworks such as Spark and various NLP libraries to enhance the accuracy and performance of data processing and model inference tasks. Demonstrated a strong ability to integrate technical skills with domain-specific expertise, ensuring impactful and precise outcomes.

Data Scientist
12/1/2020 - 4/1/2022

Specialized in the development of advanced NLP algorithms to enhance sentence similarity and introduce new features on a SAAS platform. Achieved precise and efficient inference through the use of Transformers architecture and pre-trained BERT models. Implemented continuous integration and deployment (CI/CD) processes using Fast API in conjunction with Docker.

Production Engineering at Federal University of Espírito Santo (Official)
2017 - 2022

Data Engineer with Python Track at DataCamp
8/1/2021

DeepLearning.AI TensorFlow Developer at Coursera
9/1/2020

Deep Learning at Coursera
9/1/2020

AceleraDev Data Science at Codenation
8/1/2020

Python for Data Science and Machine Learning at Udemy
4/1/2020

PYTHON 3 at Udemy
3/1/2020