Viviane Schneider Ph.D.
Data Analyst and Scientist
Austin,TX
Summary
Data Analyst and Scientist with fifteen of experience with gathering, cleaning and organizing data for use by technical and non-technical personnel. Advanced understanding of statistical, algebraic and other analytical techniques. Highly organized, motivated and diligent with significant background in R Language, Python, SQL, Java Script, HTML, Wordpress website development.
Overview
15
15
years of professional experience
9
9
Certification
3
3
Academic degree
Work History
Data Researcher & Developer
Instituto Stela
Florianópolis, Santa Catarina - Brazil
03.2012 - 09.2021
- Build two taxonomies and metadata for large digital platforms with Protégé.
- Establish conceptual solutions for digital platform (Aquarius Platform, SESI, Absence Platform, iAraucaria, Governance Platform, etc)
- Execute proof of concept and prototype in five projects.
- Innovative Data Solution in R Language and Python (Human Factors for oil and gas companies)
- Engaged in projects with: Brazilian Science Ministry, Brazilian Agriculture Ministry, National Research and Teaching Network (RNP-Brazil), Libra Consortium /Shell Brazil Petroleum Ltd, Petrobrás (Brazil's pre-salt).
- Collaborated with internal stakeholders, identifying and gathering analytical requirements for customer, product and projects needs.
- Leveraged analytics to drive business development, productivity and process improvement.
- Compiled, cleaned and manipulated data for proper handling.
- Developed polished visualizations to share results of data analyses.
- Tested and validated models for accuracy of predictions in outcomes of interest.
- Improved data collection methods by designing surveys, polls and other instruments.
- Leveraged mathematical techniques to develop engineering and scientific solutions.
- Collected data and information from diverse sources.
- Applied statistical and algebraic techniques to interpret key points from gathered data.
Master Researcher
Florianopolis, Universidade Federal de Santa Catarina
Florianopolis, Santa Catarina - Brazil
04.2011 - 02.2012
- Gathered and organized information for research purposes, performed research into study topics to increase knowledge and to provide valuable contributions in more than 20 projects.
- Collaborated with leadership team to identify relevant questions and determine best methods of collection. Performed quantitative experiments, research and documented findings in more than 10 projects.
- Designed and executed study approaches for more than 15 projects.
- Lead one International Congress project through effective emergency resolution by diminishing obstacles and saving time / money.
- Led projects and analyzed data to identify opportunities for improvement.
Information Systems Administrator
Logos Assessoria E Projetos
Itajai, Santa Catarina - Brazil
03.2007 - 02.2009
- Managing and implementing information and computer technology systems.
- Lead evolution into information systems.
- Data analysis for decision making.
- Researched new technologies and chose best options for company priorities and cost-effectiveness.
- Devised IT system for more than 30 cities and improve necessary widgets.
- Trained staff members on computer use and updated systems.
- Delivered cost-benefit analysis to weigh financial decision impact against desired outcomes.
Financial Administrator
Agrolog
Balneario Camboriu, Santa Catarina - Brazil
03.2007 - 02.2009
- Completed clerical and data entry tasks to optimize financial procedures.
- Updated daily transaction records to assist with payroll and billing administration.
- Analyzed budgets, forecasts and current trends to support overall financial operations.
- Managed expense tracking and personnel vouchers for a team.
- Monitored and compiled data and reports to present to leadership.
- Produced reports outlining latest financial information such as expenses, income and outstanding balances.
- Complied with established internal controls and policies.
- Prepared internal and regulatory financial reports, balance sheets and income statements.
- Prepared cash flow projections, cost analysis and monthly, quarterly and annual reports.
Education
Ph.D. - Knowledge Engineering / Data Science
Federal University of Santa Catarina
Florianopolis - Brazil02.2019
M.D. - Knowledge Engineering And Management
Federal University of Santa Catarina
Florianopolis - Brazil02.2011
Bachelor of Science - Information System
Avantis University
Balneario Camboriu- Brazil12.2010
Skills
- Data Science, Analytics and Integration
- Machine Learning
- Statistical Analysis
- Python, R language, SQL, HTML
- Wordpress website development
- Business Development
- Industry Expertise
- Software Development
- Budget Planning
- Portfolio Management
- Ethical and Compliance
- Integrity and Transparency
Accomplishments
- 2006: Self Valuation Data Report of Avantis University Commission for Ministry of Education - Brazil
- 2007: Lead data analyses for decision making in Agriculture Domain
- 2009 - 2010: Lead Development and Management of Sislogos (grant information system Version 1.0)
- 2011: Lead a research and build a contextual modeling method for knowledge systems. Lead 1o International Congress of Knowledge and Innovation (CIKI)
- 2012: Lead as a principal researcher an IoT and Ontology research for innovation health domain
- 2013: Documented and resolved data modeling issues which led to Aquarius Platform for Ministry of Science and Technology of Brazil
- 2014: Achieved conceptual model of IoT by completing ontology development with accuracy and efficiency.
- 2015: Collaborated with team into development of Absence Management Platform Project for industries in Brazil (SESI). Collaborated with team into development of New Governance Platform Project from Agriculture Ministry of Brazil.
- 2016-2017: Lead office projects for research & development (R&D) fundraising. Lead Developments of websites. Data Science Research applied to accident prevention.
- 2018: Collaborated with team into development of Expertise Location Research (Intelligentia Platform). Won Science, Technology and Innovation Award – Intelligentia Platform.
- 2019: Lead the Data Science (text mining) research apply to human factors into accidents reports of oil and gas industry domain. Colaborated with research applied to iAraucaria Platform.
- 2020: Collaborated with research of General Data Protection Regulation (GDPR). Lead website development of GDPR for Brazilian Government Agency.
- 2021: Lead research with text mining and Bert applied to human factors into accidents reports, storytelling, and other textual data. Started a new business sustainable energy and rural tourism.
- 2022: Changed the marketing strategy to attract more clients the new business.
Certification
- Applied Machine Learning: Algorithms. LinkedIn. Completed 2022.
- Machine Learning with Python LinkedIn. Completed 2022.
- Python Projects. LinkedIn. Completed 2022.
- Functional Programming with Python. LinkedIn. Completed 2022.
- Data Science in Python Data Camp, 2021.
- Introduction to R - Data Camp, 2021.
- Text Mining with Bag-of-Words in R-Data Camp- 2020.
- Data Science for Business - Data Camp, Sep 2020.
- AI Fundamentals - Data Camp, Dec 2020.
Work Availability
monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Quote
The way to get started is to quit talking and begin doing.
Walt Disney
Timeline
Data Researcher & Developer
Instituto Stela
03.2012 - 09.2021
Master Researcher
Florianopolis, Universidade Federal de Santa Catarina
04.2011 - 02.2012
Information Systems Administrator
Logos Assessoria E Projetos
03.2007 - 02.2009
Financial Administrator
Agrolog
03.2007 - 02.2009
Ph.D. - Knowledge Engineering / Data Science
Federal University of Santa Catarina
M.D. - Knowledge Engineering And Management
Federal University of Santa Catarina
Bachelor of Science - Information System
Avantis University
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