MILTON F.

MILTON F.

Data Scientist

São Paulo, Brazil
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About Me

Milton is an experienced Data Scientist developing and using advanced software programs, algorithms, querying and automated processes to cleanse, integrate and evaluate datasets and model complex business problems on projects. He develops configurable infrastructure solutions to receive and deliver data, monitor data processes, and resolve issues - identifying meaningful insights and interpreting and communicating findings and recommendations.

Work history

UpStack
UpStack
Data Scientist
2022 - Present (2 years)
Remote
  • Design and build production-level machine learning systems for clients across different industries.

  • Prepare documentation, reports, and visualizations to communicate complex data/analyses to users.

  • Identify, research, interpret, group, source, manipulate, and enrich multiple structured and unstructured data assets to facilitate effective analytics.

Ultima.School
Ultima.School
Data Science Instructor
2022 - Present (2 years)
São Paulo, Brazil
  • Plan and carry out courses of instruction on statistics, data manipulation, data visualization and learning algorithms.

  • Keep and maintain records on student progress, attendance, and other statistical information as required.

  • Assess the learning strengths and areas of development from assessments and learning outcomes.

BairesDev
BairesDev
Senior Data Scientist
2021 - 2022 (1 year)
São Paulo, Brazil
  • Designed, built and implemented NLP solutions to help enhance internal selection and evaluation processes within BairesDev.

  • Developed and deployed automated data processing and ML processes to deliver classification models to predict chip specifications.

  • Worked with new feature engineering techniques to enhance existing statistical models and other ML processes on the project.

Stefanini Group
Stefanini Group
Senior Data Scientist
2020 - 2021 (1 year)
São Paulo, Brazil
  • Planned, organized, and executed ML processes and dashboards to enhance the operations for a Telco client.

  • Designed, built and deployed ML models to analyze WhatsApp conversations to help the client generate better leads.

  • Produced new statistical analysis solutions to optimize digital marketing campaigns and enhance performance and customer relations.

Trading com Dados
Trading com Dados
Data Science Instructor
2020 - 2021 (1 year)
Sao Paulo, Brazil
  • Increased the knowledge of participant in designated topics of Python and OOP concepts and best practices.

  • Led and delivered theoretical and practical content to help users apply ML processes for financial market analysis.

  • Developed and maintained training agendas, lesson plans, and all program materials to deliver optimum training to participants.

GOL Linhas Aéreas
GOL Linhas Aéreas
Senior Data Scientist
2020 - 2020
São Paulo, Brazil
  • Built and executed new data analysis solutions and ML models to improve revenue management within GOL.

  • Executed analytical experiments to help improve flight forecasting and other essential airline operations.

  • Identified and analyzed data for trends and patterns on the project - interpreting data with a clear objective.

Itaú Unibanco
Itaú Unibanco
Data Scientist
2018 - 2020 (2 years)
Sao Paulo, Brazil
  • Worked on new ML models to enhance the execution of data products within the bank.

  • Manipulated exploratory data analysis to improve models and clean and validate data for uniformity and accuracy.

  • Supervised the preparation of functional specifications to automate internal processes using RPA techniques.

NeoAssist.com S/A
NeoAssist.com S/A
Data Analyst
2017 - 2018 (1 year)
Sao Paulo, Brazil
  • Developed and executed solutions to manage marketing and sales KPIs for Neo Assist.

  • Designed and implemented new marketing and sales dashboards on the project.

  • Deployed solutions to analyze the performance of marketing campaigns - enhancing churn, conversion rate and lead qualification.

Stone Pagamentos
Stone Pagamentos
Marketing Analyst
2016 - 2017 (1 year)
Sao Paulo, Brazil
  • Managed and reviewed the implementation of marketing and sales KPIs within Stone.

  • Implemented digital marketing efforts to enhance performance across multiple solutions.

  • Worked with business units to execute digital marketing strategies and improve marketing campaigns.

Portfolio

Senior Data Scientist - People Analytics Solution (BairesDev)
Senior Data Scientist - People Analytics Solution (BairesDev)

Designed, built and deployed NLP solutions on the analytics platform to identify skills and technologies from candidate resumes and candidates with managerial skills. Utilized exploratory factor analysis to cluster candidates, deployed ML models into production and executed solutions to influence employee turnover using survival analysis.

Senior Data Scientist - Cosmetic Company Project
Senior Data Scientist - Cosmetic Company Project

Built and deployed new machine learning models to handle behaviour and score collection - implementing new features and techniques to enhance statistical models and improve the codebase on statistical models.

Senior Data Scientist - Telecommunication Project
Senior Data Scientist - Telecommunication Project

Worked on several A/B tests to analyze, evaluate and implement machine learning models for the telco - developing statistical models for behaviour scores and monitoring performance over time. Executed solutions to identify opportunities for improvements using modern data analysis techniques.

Education

SAS Certified Specialist: Base Programming Using SAS 9.4
SAS Certified Specialist: Base Programming Using SAS 9.4
SAS
2020 - 2020
Master's Degree in Statistics and Data Science
Master's Degree in Statistics and Data Science
Katholieke Universiteit Leuven
2020 - 2022 (2 years)
1.  TensorFlow in Practice Specialization
2.  AI for Medicine Specialization
3.  Deep Learning Specialization
1. TensorFlow in Practice Specialization 2. AI for Medicine Specialization 3. Deep Learning Specialization
DeepLearning.AI
2020 - 2020
Certified Neo4j Professional
Certified Neo4j Professional
Neo4j
2019 - 2019
1.  Mining Massive Datasets
2.  Statistical Learning
1. Mining Massive Datasets 2. Statistical Learning
Stanford University
2019 - 2019
Professional Certificate in Data Science
Professional Certificate in Data Science
Harvard University
2018 - 2019 (1 year)
Specialization in Data Science
Specialization in Data Science
Aeronautics Institute of Technology
2018 - 2018
Nanodegrees in Deep Learning, Data Science, and Business Analytics
Nanodegrees in Deep Learning, Data Science, and Business Analytics
Udacity
2018 - 2018
Pentaho ETL
Pentaho ETL
Openin Big Data
2018 - 2018
Specialization in Big Data Analytics
Specialization in Big Data Analytics
Institute of Management Foundation
2018 - 2021 (3 years)
Big Data
Big Data
Accenture
2018 - 2018
Financial Market
Financial Market
EX2 - Finance Experts
2017 - 2017
Analyzing and Visualizing Data with Power BI
Analyzing and Visualizing Data with Power BI
Microsft
2015 - 2015
Hydro Science & Engineering (Exchange Program)
Hydro Science & Engineering (Exchange Program)
Dresden University of Technology
2014 - 2015 (1 year)
Bachelor's Degree in Environmental Engineering
Bachelor's Degree in Environmental Engineering
Federal University of Viçosa
2011 - 2016 (5 years)