Thuany Stuart Email & Phone Number

Munich, By, De

Munich, Bavaria, Germany

Munich, Bavaria, Germany

- Trained Large Language Models and evaluated domain-adaptation techniques on a text classification task with limited resources.- Performed exploratory Data Analysis in production defect databases for quality management, working closely with the business owners.- Analysed and refactored the legacy data preprocessing codebase reducing the run time by circa 80%.

Munich, Bavaria, Germany

- Continuous development of a Natural Language Processing clustering pipeline and web-based data exploration platform using Amazon Web Services infrastructure for deployment.- Specified and implemented a calculation for the quality score of a product, a critical KPI in vehicle development.- Refactored the frontend React codebase following modern best practices.

Kreisfreie Stadt Aachen Area, Germany

- Developed web applications with React and Next.js front-end and backend in Flask.- Designed a Machine Learning pipeline for product quality prediction in a profile extrusion production line using Python and applying CRISP-DM methodology.- Designed and developed Jupyter notebooks for hands-on activities used in seminars for automated Machine Learning, data preprocessing, and Artificial Intelligence in the industrial context.- Implemented an AI system to recommend Machine Learning pipelines for use cases in the production domain.

Böblingen, Baden-Württemberg, Germany

- Proposed, implemented, and compared graph-based heuristics to measure entity similarity on Master Data Management graphs.- Thesis topic: "Conception and development of a graph-based matching algorithm for similarity inference on a Master Data Management application".

Böblingen, Baden-Württemberg, Germany

- Conceptualised and prototyped an active learning pipeline for entity matching.- Experimented with the ensemble of Machine Learning methods on the prediction of similarity score.

Florianópolis Area, Brazil

- Developed front-end software for web applications in React, based on agile development.

Eindhoven Area, Netherlands

- Defined and implemented a virtual prototyping tool and simulated physical models for projectors and High Lumen Density (HLD) light source modules.

Florianópolis E Região, Brasil

NEO Empresarial is a consultancy program with the purpose of providing technical and managerial experience to engineering students.Achievements:- Engaged in 8 technical projects in partnership with WEG, Embraco, and CERTI, managing small teams - 2 to 3 people. - Worked in diversified projects with focus on building decision-supporting dashboards and industrial supervisory systems.- As the Marketing manager for a semester, planned marketing investments, organised events and managed social medias. - Organised the recruiting process with 40% conversion rate and 74 applicants.

Joinville Area, Brazil

- Structured and implemented an Excel-VBA tool to treat and analyze datafrom customs, providing valuable business intelligence information. - Decreased the process lead time from 2.5 h to 50 min, with 50% reduction on remaining data.

Florianópolis Area, Brazil

- Developed a desktop LabVIEW software to monitor environment sensors from laboratories.- Communication with controllers was achieved trough TCP protocol and persistence was implemented with SQL.

Jaraguá Do Sul Area, Brazil

- Implemented a supervisor system in LabVIEW to automate and monitor the thermal treatment of capacitors.- Instrumented the heating chambers with controllers and thermocouples connected to a CompactRIO device.

Florianópolis Area, Brazil

Responsible for organizing trainings and lectures in order to develop other members of the team. Also engaged in the selective process of the group, organizing and executing group dynamics and interviews.

Master Of Science - M.Sc., Data Science, Very Good

Double Degree by EIT Digital Master School.

Summer School, E-Health Personalized Prevention

Took part in an online two-week summer school on e-health organized by EIT Digital and TalTech, and has been awarded the best.

Master Of Science - M.Sc., Data Science, 17.079/20

Double Degree by EIT Digital Master School.

Bachelor Of Engineering (B.Eng.), Control And Automation Engineering, Academic Index: 8.9/10 - Best Performance Graduation Class Of 2020