Lucas De Carvalho Scabora Email and Phone Number
My Interests: Machine Learning and Deep Learning, Generative AI and LLMOps (Langchain and Llamaindex), NoSQL and Relational Databases (SQL and PLSQL), Complex Networks and Graph Analysis, Multimedia Data Processing (e.g., Images, Texts, Videos), and Indexing structures.Senior Data Scientist with a Ph.D. in Computer Science from the University of Sao Paulo and three years of experience at CIO-IBM. Specializing in integrating Relational Databases with Graph Data Management using Python, R, Matlab, and C++. Skilled in NLP, MLOps, and developing Microservices Architectures. Proficient in Python, Elasticsearch, MongoDB, and Docker on IBM Cloud/Cirrus. Experienced in leading Data Science projects, including NLP tasks, ML model development, and full-stack development following Trustful AI and CI/CD research guidelines.(LinkedIn banner photo designed by Freepik)
E-Core
View- Website:
- e-core.com
- Employees:
- 312
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Senior Data ScientistE-Core Nov 2024 - PresentSão Paulo, São Paulo, BrazilSenior 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. -
Senior Data Scientist | Data Engineer | Application DeveloperIbm Dec 2020 - Nov 2024Hortolândia, 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 -
Graduate Teaching AssistantInstituto De Ciências Matemáticas E De Computação (Icmc) - Usp Feb 2018 - Jun 2018São Carlos, São PauloLatest: 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 -
System AnalystÍcaro Technologies Jul 2013 - Feb 2014Campinas, São PauloExperience 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. -
InternÍcaro Technologies Dec 2012 - Jul 2013Campinas, São Paulo -
Undergraduate ResearcherFapesp Jan 2012 - Dec 2012São Carlos, São PauloTitle: Focusing on Different Types of Queries and Images in the iDWing (Image Data Warehousing Environment)Supervisor: Cristina Dutra de Aguiar Ciferri -
Quality AnalystIcmc Jr Sep 2009 - Dec 2012São Carlos, São PauloExperience 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). -
Undergraduate ResearcherFapesp Jun 2010 - Jun 2011São Carlos, São PauloTitle: Software Development for calculation of a new glass-forming ability criterion in metallic alloys.Supervisor: Marcelo Falcão de Oliveira
Lucas De Carvalho Scabora Education Details
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Computer Science -
Computer Science -
Computer Science
Frequently Asked Questions about Lucas De Carvalho Scabora
What company does Lucas De Carvalho Scabora work for?
Lucas De Carvalho Scabora works for E-Core
What is Lucas De Carvalho Scabora's role at the current company?
Lucas De Carvalho Scabora's current role is Senior Data Scientist | Data Engineer at e-Core.
What schools did Lucas De Carvalho Scabora attend?
Lucas De Carvalho Scabora attended Universidade De São Paulo, Universidade De São Paulo, Universidade De São Paulo.
Who are Lucas De Carvalho Scabora's colleagues?
Lucas De Carvalho Scabora's colleagues are Carlos Henrique Andreatta, Thiago Behm, Willian Reis, Alexandre Pezzini, Imran Maana, Roberto Neves, Elizandro Goes Marques.
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