Gustavo Lima Email & Phone Number

New York, New York, United States

AI Software Engineer

California, USA (remote)

• As a Machine Learning engineer, I create systems with a focus on synthetic datageneration, model training, evaluation tools, and model deployment. I work to acceleratedevelopment and enable scientific, data-driven.
• Synthetic Data Generation: Menu data pipelines for frequent menu updates.
• Natural Language Processing (NLP):Intent Recognition and Named EntityRecognition (NER).
• Machine Learning System Design: Dataset sampling mechanisms from multiplesources, along with training and validation scripts.
• Evaluation: Performance evaluation reports for model comparison.
• Modeling: BERT-based deep neural network model from an academic paperusing PyTorch.

Silicon Valley, US (remote)

As a Machine Learning Engineer my job involves creation and integration of ML models into the FE and BE stack. I use node and python to build.

Brasília, Brazil

• Initiated and coordinated image and video processing projects for cognitive applications as apioneering AI engineer in the Computer Vision department at the Bank of Brazil.
• Optical Character Recognition (OCR): Implemented OCR solutions to automatedata entry processes and improve operational efficiency. This work enabled initiatives for newproducts on digital channels.
• Face Recognition: Designed and deployed facial recognition systems for enhanced securityand user authentication. This work highly increased efficiency for opening digital accounts aswell as saved over 500k USD monthly.
• Video Analysis: Conducted research and development on video processing algorithms forapplications, including surveillance and content analysis. Validated inference of those modelson small edge devices.
• Liveness Detection: Innovated solutions to distinguish between real users and spoofingattempts in biometric systems.

Brasília, Brazil

• Designed and developed new technologies across the stack, from database and backend APIsto front-end SPA technologies. The product was a website with temporal series managed bythe Brazilian government for public use.
• Stack Technologies: JS, Riot.js, OData, C#, SQL Server, Python.

Brasília Area, Brazil

• Acted as a software engineer, encompassing backend to frontend development, and performedrelevant data analysis. Served as a technical leader, facilitating team management andplanning within an agile framework.
• System Design: Led the design and architecture of software systems, ensuringseamless integration between backend (Python) and frontend (Vue) components. Conductedcomprehensive data analysis (Pandas) to inform design.
• Technical Leadership: Acted as a liaison between developers and management, ensuringclear communication and alignment of technical and business objectives.
• Team Collaboration: Facilitated cross-functional collaboration to enhance productivity andfoster a cohesive team environment.

Brasília, Brazil

Operated as a Java EE developer on financial applications using JBoss, Object-Oriented (OO)principles, and design patterns. Acquired valuable insights into the Brazilian financial system.

Brasília, Brazil

Implemented a system designed to consolidate a wide range of image-processing algorithms,focusing on satellite image processing. Created methods using OpenCV and the Shogunlibrary.

Brasília, Brazil

• Drove the research and development of machine learning methods for detecting intrusionsand attacks in computer networks. Mentored junior developers and contributed to thedevelopment of the attack detection system.
• Team Leadership and Mentorship: Facilitated junior developers in the development of amachine learning-based intrusion detection system.
• Attack Detection System Development: Enhanced Snort Intrusion Detection System (IDS)on zero-day analysis by clustering IDS data and analyzing for similar behaviors.
• Baseline Denial Of Service Detection: Analyzed network behavior at the OS level toestablish a baseline for normal activity. Constructed algorithms to detect deviations from thisbaseline, identifying potential attacks..

Brasília, Brazil

Deployed and maintained the open-source project "GestorPsi" for the psychology departmentat the University of Brasília.

Brasília, Brazil

Influenced the open-source project "Radar Parlamentar," which aims to provide transparencyand insights into parliamentary activities.(http://radarparlamentar.polignu.org/)

Brasília, Brazil

Development of the "GuiaTV" app for Positivo Informatics.

Brasília, Brazil

Scientific Initiation Project. Maintenance of the Learning Support System (SAE), for the Catholic University of Brasília.

Engineer'S Degree, Software Engineering

Mba, Artificial Intelligence, Machine Learning

Computer Science