プロフィール詳細

プロジェクトを作成

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Dr. Tomoe G.に依頼

Brazil

Scientific consultant with an interdisciplinary background

プロフィール概要

I am an experienced scientific consultant providing data analysis services using R and Python. I have trained myself beyond my formal education by experiencing several problems and projects in my professional trajectory. I had used this background in both industrial and academic contexts, as a Quality manager of a biotech startup company, researcher, and recently as a scientific consultant. With this wide and diversified experience, I got an expertise in quickly understanding the problems, by an initial broad view of the problem, before scoping into specificities of the questions to be answered by specific analyses applied to specific conjoint of variables/data.

専門分野

• ★ Biostatistics
• ★ Data Analysis
• ★ Machine Learning
• ☆ Industrial Engineering
• ☆ Process Control
• ☆ Social Network Analysis
• ☆ Computer Simulation/Computational Modeling
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Data Collection
• ☆ Text Mining & Analytics
• ☆ Data Mining
• ☆ Data Cleaning
• ☆ Natural Language Processing
• ☆ Neural Networks
• ☆ Pattern Recognition
• ☆ Artificial Intelligence
• ☆ Deep Learning
• ☆ Business Analytics
• ☆ Statistics
• ☆ Applied Statistics
• ☆ Social Statistics
• ☆ Meta-Analysis
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ Nonlinear Regression
• ☆ Correlation Analysis
• ☆ Survey Design
• ☆ Study Design
• ☆ Statistical Review
• ☆ Medical Statistics
• ☆ Health Data Analysis
• ☆ Trend Analysis
• ☆ Taxonomy/Classification
• ☆ Decision Science
• ☆ Information Retrieval
• ☆ Organizational Studies
• ☆ Analytical Psychology
• ☆ Health Policy
• ☆ Public Policy Administration
• ☆ Development Economics
• ☆ Python
• ☆ SPSS
• ☆ R
• ☆ Pharmacy
• ☆ Pharmacy Education
• ☆ Pharmaceutical Manufacturing
• ☆ Clinical Trials
• ☆ Clinical Trials Data Analysis
• ☆ Pharmaceutical Management
• ☆ Quality Assurance & Quality Control (QA/QC)
• ☆ Research
• ☆ Research Methodology
• ☆ Survey Design & Methodology
• ☆ User Research
• ☆ Quantitative User Research
• ☆ Qualitative User Research
• ☆ Feasibility Studies
• ☆ Technology Scouting
• ☆ Gap Analysis
• ☆ Business Statistics
• ☆ Small Business
• ☆ Data-Driven Decision Making
• ☆ Entrepreneurship
• ☆ Consumer Behavior & Theory
• ☆ Econometrics
• ☆ Behavioural Economics
• ☆ Sales & Marketing
• ☆ Market Research
• ☆ Qualitative Market Research
• ☆ Quantitative Market Research
• ☆ Marketing Analytics
• ☆ Socioeconomics
• ☆ Innovation Management
• ☆ Project Management
• ☆ Management Consulting

サービス

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing General Proofreading & Editing

Research Market Research, User Research, Meta-Research, Feasibility Study, Technology Scouting, Gap Analysis, Scientific and Technical Research

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

Product Development Product Evaluation, Product Validation, Quality Assurance & Control (QA/QC), Concept Development, Product Launch Support

職務経験

Biomedical Data Scientist

FIOTEC - Fundação Oswaldo Cruz (FIOCRUZ)

2月 2025 - 現在

Independent Scientific consultant

Tomoe Gusberti

2016 - 現在

Journal referee

Industry and Higher Education (from 2019); International Journal of Innovation Management (from 2013); Produção (from 2012); Produto & Produção (from 2012); Gestão & Produção (from 2012); GEPROS (from 2013).

7月 2012 - 現在

University Professor

Federal University of Rio Grande do Sul

3月 2019 - 8月 2019

Research Project Coordinator

Conselho Nacional de Desenvolvimento Científico e Tecnológico

2014 - 1月 2018

Post doc researcher

Universidade Federal do Rio Grande do Sul

10月 2012 - 11月 2016

Post-doc researcher. Project: Flexibility in Dynamic Environments Teaching Disciplines: Operational Research; Statistics for Engineering; Quality Assurance and Management

Industrial Engineering Post Graduation Program - Universidade Federal do Rio Grande do Sul

7月 2011 - 9月 2012

Teaching: Statistics for Engineering; Operational Research; Quality Assurance management

Industrial Engineering Department - Universidade Federal do Rio Grande do Sul

7月 2009 - 7月 2011

Quality manager: Development and Implementation of Quality Management System; Quality Specifications and Analytical Methodologies; Quality Related Information System; Research and Technology Monitoring for Quality Specifications Development. Polystyrene evaluation for suitably as immunoassay solid phase; Insulin radiolabelling for Radioimmunoassay

FK Biotecnologia SA

3月 2003 - 7月 2007

学歴

Doctorade (Programa de Pós Graduação em Engenharia de Produção)

Universidade Federal do Rio Grande do Sul

- 3月 2011

Doctor in Engineering (Industrial Engineering)

Universidade Federal do Rio Grande do Sul

7月 2007 - 3月 2011

Industrial Pharmacy

Universidade Federal do Rio Grande do Sul

7月 2003 - 8月 2006

Master in engineering (Industrial Engineering)

Universidade Federal do Rio Grande do Sul

7月 2004 - 12月 2005

Pharmacy

Universidade Federal do Rio Grande do Sul

3月 1998 - 11月 2002

認定資格

• EF Standard English Test

  EF Education First

  1月 2018 - 現在

出版物

JOURNAL ARTICLE

Julia Stehli, Rozanne Johnston, Stephen Duffy, Sarah zaman, Tomoe Daniela Hamanaka Gusberti, Misha Dagan, Dion Stub, Antony Walton(2022). Waiting Times of Women versus Men Undergoing Transcatheter Aortic Valve Implantation . European Heart Journal - Quality of Care and Clinical Outcomes. Oxford University Press ({OUP})

Tomoe Daniela Hamanaka Gusberti, Vinicius Ludvig, Guilherme Zuanazzi, Bruno Wolff, Andressa Peretti, Clarissa Vasconcellos, Roberta Scherer, Mariana de Freitas Dewes(2018). A market for ideas intermediator framework for academic spin-off companies: expanding understanding of the commercialization of technology . Small Enterprise Research. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1--15. Informa {UK} Limited

Tomoe Daniela Hamanaka Gusberti, Arthur Chafim Bretas (2017). Diagnosis of the market for ideas and the role of industrial associations as intermediaries in the Brazilian context . Industry and Higher Education.

(2017). Impact evaluation for University-Business Cooperation and Technology Transfer in higher education systems: cluster analysis . Production.

Gusberti, T.D.H., Echeveste, M.E.S., Silva, M.H.C.M., Facchini, A.R.(2015). Capability based management for new technology based companies: A framework for the Management of Technology Conversion Process | Gestão baseada em capacidades para novas empresas de base tecnológica: Framework para Gestão do Processo de Conversão de Tecnologias . Gestao e Producao. 22. (4). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 920-934.

Tomoe Daniela Hamanaka Gusberti, Márcia Elisa Soares Echeveste, Marcelo Hercílio Carvalho Moutinho Silva, Ana Rita Facchini(2015). Gestão baseada em capacidades para novas empresas de base tecnológica: framework para Gestão do Processo de Conversão de Tecnologias . Gest. Prod. 22. (4). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 920--934. {FapUNIFESP} ({SciELO})

Tomoe Daniela Hamanaka Gusberti, Caroline Dorneles, Mariana De Freitas Dewes, Luiza Santos Cunha(2014). MONITORAMENTO DA MULTIDISCIPLINARIDADE NO PROCESSO DE TRANSFERÊNCIA DE TECNOLOGIA EM UMA UNIVERSIDADE: PROPOSTA DE ANÁLISE DE CLUSTER . RAI. 11. (3). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 309. Faculdade de Economia, Administracao e Contabilidade

Tomoe Daniela Hamanaka Gusberti, Caroline Dorneles, Mariana De Freitas Dewes, Luiza Santos Cunha(2014). MONITORAMENTO DA MULTIDISCIPLINARIDADE NO PROCESSO DE TRANSFERÊNCIA DE TECNOLOGIA EM UMA UNIVERSIDADE: PROPOSTA DE ANÁLISE DE CLUSTER . RAI (São Paulo). 11. (3). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 309. Universidade de Sao Paulo Sistema Integrado de Bibliotecas - {SIBiUSP}

T.D.H. Gusberti, M.F. Dewes, L.S. Cunha, C.F. Dorneles(2014). Mapeamento de Competências Tecnológicas como Ferramenta para Avaliação da Transferência de Tecnologia em Instituições de Pesquisa . IJIE. 6. (11). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 202--218. Iberoamerican Journal of Industrial Engineering

Tomoe Daniela Hamanaka Gusberti, Cláudia Viviane Viegas, Márcia Elisa Soares Echeveste(2013). Organizational Capability Deployment Analysis for Technology Conversion into Processes, Products and Services . Journal of Technology Management & Innovation. 8. (4). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 21--22. {SciELO} Comision Nacional de Investigacion Cientifica Y Tecnologica ({CONICYT})

Hamanaka Gusberti, T.D., Viegas, C., Echeveste, M.E.S.(2013). Organizational capability deployment analysis for technology conversion into processes, products and services . Journal of Technology Management and Innovation. 8. (4). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 129-142.

Tomoe D.H. Gusberti, Márcia E.S. Echeveste(2012). An Organizational Capability-Based Performance Measurement Model for Technology Conversion Process . JCC: The Business and Economics Research Journal. 5. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 225--242. Emerald

de Vargas, M.A., Rodrigues, C.M.C., Gusberti, T.D.H.(2012). Performance indicators' proposal for the commercial department in a multinational company: A case study in service provision area | Proposta de indicadores de desempenho para o departamento comercial de uma empresa multinacional: Estudo de caso na área de prestação de serviços . Espacios. 33. (12).

Gusberti, T.D.H., Werner, L., Echeveste, M.E.S.(2011). Technology development in spin-off company: Theme is going toward a discussion of organizational structure? Academic research trend analysis . Espacios. 32. (3). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 16-19.

CONFERENCE PAPER

Tomoe Daniela Hamanaka Gusberti, Marco Aurélio Schünke (2016). Cluster Binário e Mineração de Patentes na Influência de Negócios para Ofertantes de Tecnologia . Unpublished.

Gusberti, T.D.H., De Paula, I.C., Echeveste, M.E.S.(2007). Transformation model for small and medium enterprises product development process . Proceedings of ICED 2007, the 16th International Conference on Engineering Design. DS 42.

Gusberti, T.D.H., Echeveste, M.E.(2007). Identification of critical points for the implementation of a PDP reference model in SMEs . Complex Systems Concurrent Engineering: Collaboration, Technology Innovation and Sustainability. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 757-764.