Lucas De Carvalho Scabora Email & Phone Number

São Paulo, São Paulo, Brazil

Senior Data Scientist at Atlassian with the objective to drive strategic insights by managing and tracking OKRs (Objectives and Key Results) to align with business objectives.Responsibilities:- Leverage data analytics tools to extract insights and support informed decision-making.- Develop and train AI/ML models to predict and analyze key metrics.- Enhance team processes through data-driven decision-making.Technologies:- Utilize Databricks for data processing and analytics, with AWS Athena for querying large datasets.- Employ SQL and Python Spark for querying, processing, and aggregating big data.- Use Tableau and GraphQL for data visualization, dashboarding, and reporting.Skills:- Strong analytical and problem-solving abilities.- Expertise in data visualization and interpretation.- Proficient in managing and optimizing data workflows.

Hortolândia, São Paulo, Brazil

– Experience: NLP tasks mainly focused on Classification and Clustering, and FullStack Developer focused on Microservices Architectures implemented in Python– Development: Data cleaning and preprocessing, Backend with ML Models andbuilt-in reporting tools (charts and dashboards), and Frontend to present results• Techs: Python, Elasticsearch, MongoDB, Docker on IBM Cloud/Cirrus (OpenShift)• Competences: MLOps Implementation following the CRISP-DM Methodology• Challenges: Data Analytics, Exploration and Visualization of textual documents,Data Structuring (ETL) from several and diverse repositories with Named EntityRecognition, Rule and AI-Based classifications to populate and normalize fields– Other Achievements:• POCs with RAG (Retrieval Augmented Generation) using LangChain/LlamaIndex• Setup an MLflow environment to manage deployed models and organize retraining• Leadership over other Data Scientists intra and inter-squads across the company• Volunteer work at IBM’s DS Guild on CI/CD research guidelines for Trustful AI• Quality assessment, normalization, and unification from large and diverse sources

São Carlos, São Paulo

Latest: SCC0243-3 - Architecture of Database Management SystemsPrevious Experiences in Graduate Teaching Assistant:Jul 2015 - Nov 2015: (SCC0241) Databases LaboratoryFeb 2015 - Jun 2015: (SCC0215) File OrganizationJul 2014 - Nov 2014: (SCC0229) Seminars in Computing III

Campinas, São Paulo

Experience with:- Incident and Problem Management. - Finding bugs in a huge system and plan a workaround for the problem or propose a final solution. - Technologies: Java, JavaScript, Linux Shell Scripting, PL/SQL, Oracle, DB2, and IBM Maximo Asset Management. - Developing a web system using PHP, CSS, Tomcat, and MySQL to allow the Ícaro Technologies members to perform an online 360-degree evaluation.

Campinas, São Paulo

São Carlos, São Paulo

Title: Focusing on Different Types of Queries and Images in the iDWing (Image Data Warehousing Environment)Supervisor: Cristina Dutra de Aguiar Ciferri

São Carlos, São Paulo

Experience with:- Developing web systems using CMS Joomla, and training clients to manage them. - Vice Director of Quality Department (Year of 2012)- Enterprises Techniques and Process Management Tools: PDCA (plan–do–check–act), Business Process Model and Notation (BPMN), Management Excellence Model (MEG®), Risk Analysis, Market Research and Customer Relationship Management (CRM).

São Carlos, São Paulo

Title: Software Development for calculation of a new glass-forming ability criterion in metallic alloys.Supervisor: Marcelo Falcão de Oliveira

Phd'S Degree, Computer Science

Title: Storage and Navigation Operations on Graphs in Relational DBMS Supervisor: Caetano Traina Junior Program: PPG-CCMC, at ICMC (USP).

Master'S Degree, Computer Science

Title: Using Hadoop-based systems in the execution of the SSB benchmark Supervisor: Cristina Dutra de Aguiar Ciferri Program: PPG-CCMC.

Bachelor'S Degree, Computer Science

Final Examination Title: OLAP query processing with similarity predicates between images and spatial predicates. Supervisor: Cristina.