Augusto R.

Data Scientist

Artificial Intelligence Specialist
7/1/2021 - Present

Developed expertise in API and Plugin development, specifically for integrating large language model (LLM) agents such as Code Copilot into Visual Studio Code (VSCode). Gained proficiency in creating LLM agents using APIs from platforms like OpenAI and Google Vertex, utilizing chat interactions and retrieval-augmented generation (RAG). Transformed agent capabilities from Watson to Dialogflow, encompassing both front-end and back-end development. Demonstrated advanced skills in developing APIs and consumers for voice applications on platforms like Google Assistant and Alexa. Enhanced test automation skills, including unit, integration, and API testing. Conducted in-depth analysis of scientific papers and Python notebooks to create audio models and performed database analysis in both English and Portuguese for model development. Developed a sophisticated model to classify emotions in English speech and additional models to classify both emotions and gender in Portuguese speech. Created APIs and front-end interfaces for deploying these models to clients, contributing to a seamless user experience.

Senior System Development Analyst
2/1/2021 - 6/1/2021

Specialized in API and consumer development, including seamless integration with Amazon Web Services. Gained substantial experience in crafting list items and forms for front-end applications.

Senior Quantitative Developer
9/1/2020 - 1/1/2021

Specialized in the development of sophisticated investment models, utilizing advanced mathematical and statistical techniques. Through extensive hands-on experience, developed expertise in Python, R, and MATLAB for financial modeling. Played a pivotal role in managing a team of quantitative analysts, fostering collaboration and ensuring precision in model outputs. Demonstrated proficiency in SQL for database management and data retrieval. Implemented machine learning algorithms to enhance predictive accuracy in investment strategies. Utilized JIRA and Confluence for project management and team coordination, ensuring timely delivery of projects. Excelled in utilizing APIs for data acquisition, alongside tools such as Git for version control and continuous integration.

Consultant/System Analyst RPA
11/1/2019 - 9/1/2020

Demonstrated expertise in developing hyperautomation projects combining Robotic Process Automation (RPA) and Intelligent Automation (IA) for validation, financial auditing, and logistic auditing processes. Created models to classify comments for Customer Experience (CX) and developed dashboards for analyzing customer costs. Implemented RPA systems for sales, cost, and financial processes, ensuring efficient automation workflows. Authored Process Design Documents (PDD) for various RPA projects, facilitating clear and structured implementation. Provided external consulting services to enterprise clients, delivering tailored automation solutions that met specific business needs.

System Analyst RPA
5/1/2019 - 10/1/2019

Led the development of hyperautomation projects combining Robotic Process Automation (RPA) and Intelligent Automation (IA) for validation, financial auditing, and logistic auditing processes. Created Process Design Documents (PDD) to outline and detail RPA project specifications. Provided external consulting services to enterprise clients, leveraging deep expertise in automation technologies and process optimization strategies.

System Analyst
2/1/2018 - 8/1/2018

Developed proficiency in web scraping projects, implementing effective techniques for extracting data from various web sources. Gained substantial experience in data analysis specifically tailored for human resources, utilizing statistical and analytical tools to derive meaningful insights from employee metrics and organizational data. Demonstrated expertise in project planning and requirements gathering, ensuring clear communication with stakeholders to define project scopes, timelines, and deliverables.

Computer Science at FEI University Center
2013 - 2019

Big Data Real-Time Analytics with Python and Spark at Data Science Academy
9/1/2020

Yellow Belt Training in Lean Six Sigma at Lean Seis Sigma
3/2/2020

Big Data Analytics with R and Microsoft Azure Machine Learning at Data Science Academy
3/2/2020

Deep Learning Frameworks at Data Science Academy
10/2/2019

RPA Developer Advanced at UiPath
8/2/2019

Introduction to Artificial Intelligence at Data Science Academy
8/1/2018