Bruno Schock
Recommendation team - Data Scientist Specialist, DS at iFood- Claim this Profile
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Bio
Matheus Sarafyan
Schock and I have worked closely together on the Recommendation team. What always impressed and amazed me was his energy and drive: he's always excited, hungry for progress, and lifting up the team's spirits. Throughout our time as teammates and after, he's always shown an unstoppable desire to not only develop his tasks to the bitter end and (honestly) crush through the project's backlog, but also to improving himself, his skills, learning new things and new tech. This, allied to all the previous knowledge and experience, makes him a great professinal and overall a great guy. Working together was always a great experience, and I can't recommend it enough!
Alison de Andrade Carrera
O Bruno é um excelente profissional, sempre dedicado e focado na solução de problemas. Uma pessoa ótima de se trabalhar com uma boa energia e que sempre entrega o que foi pedido. Além de ter um excelente conhecimento no âmbito do seu trabalho ele tem boas habilidades de comunicação, seja com o time ou com os stakeholders. Trabalhei com ele no escopo de aprendizagem de máquina, geração de base de dados (ETLs) e construções de serviços de inferências.
Mariana Blattner Mendes
I worked with Schock for a year on the Data Marketing team, and during that time I was able to see his mastery of regression models and Python. I also witnessed his dedication to improving himself, always taking courses and specializations. In addition to being competent, he is an extremely pleasant person to be around.
Matheus Sarafyan
Schock and I have worked closely together on the Recommendation team. What always impressed and amazed me was his energy and drive: he's always excited, hungry for progress, and lifting up the team's spirits. Throughout our time as teammates and after, he's always shown an unstoppable desire to not only develop his tasks to the bitter end and (honestly) crush through the project's backlog, but also to improving himself, his skills, learning new things and new tech. This, allied to all the previous knowledge and experience, makes him a great professinal and overall a great guy. Working together was always a great experience, and I can't recommend it enough!
Alison de Andrade Carrera
O Bruno é um excelente profissional, sempre dedicado e focado na solução de problemas. Uma pessoa ótima de se trabalhar com uma boa energia e que sempre entrega o que foi pedido. Além de ter um excelente conhecimento no âmbito do seu trabalho ele tem boas habilidades de comunicação, seja com o time ou com os stakeholders. Trabalhei com ele no escopo de aprendizagem de máquina, geração de base de dados (ETLs) e construções de serviços de inferências.
Mariana Blattner Mendes
I worked with Schock for a year on the Data Marketing team, and during that time I was able to see his mastery of regression models and Python. I also witnessed his dedication to improving himself, always taking courses and specializations. In addition to being competent, he is an extremely pleasant person to be around.
Matheus Sarafyan
Schock and I have worked closely together on the Recommendation team. What always impressed and amazed me was his energy and drive: he's always excited, hungry for progress, and lifting up the team's spirits. Throughout our time as teammates and after, he's always shown an unstoppable desire to not only develop his tasks to the bitter end and (honestly) crush through the project's backlog, but also to improving himself, his skills, learning new things and new tech. This, allied to all the previous knowledge and experience, makes him a great professinal and overall a great guy. Working together was always a great experience, and I can't recommend it enough!
Alison de Andrade Carrera
O Bruno é um excelente profissional, sempre dedicado e focado na solução de problemas. Uma pessoa ótima de se trabalhar com uma boa energia e que sempre entrega o que foi pedido. Além de ter um excelente conhecimento no âmbito do seu trabalho ele tem boas habilidades de comunicação, seja com o time ou com os stakeholders. Trabalhei com ele no escopo de aprendizagem de máquina, geração de base de dados (ETLs) e construções de serviços de inferências.
Mariana Blattner Mendes
I worked with Schock for a year on the Data Marketing team, and during that time I was able to see his mastery of regression models and Python. I also witnessed his dedication to improving himself, always taking courses and specializations. In addition to being competent, he is an extremely pleasant person to be around.
Matheus Sarafyan
Schock and I have worked closely together on the Recommendation team. What always impressed and amazed me was his energy and drive: he's always excited, hungry for progress, and lifting up the team's spirits. Throughout our time as teammates and after, he's always shown an unstoppable desire to not only develop his tasks to the bitter end and (honestly) crush through the project's backlog, but also to improving himself, his skills, learning new things and new tech. This, allied to all the previous knowledge and experience, makes him a great professinal and overall a great guy. Working together was always a great experience, and I can't recommend it enough!
Alison de Andrade Carrera
O Bruno é um excelente profissional, sempre dedicado e focado na solução de problemas. Uma pessoa ótima de se trabalhar com uma boa energia e que sempre entrega o que foi pedido. Além de ter um excelente conhecimento no âmbito do seu trabalho ele tem boas habilidades de comunicação, seja com o time ou com os stakeholders. Trabalhei com ele no escopo de aprendizagem de máquina, geração de base de dados (ETLs) e construções de serviços de inferências.
Mariana Blattner Mendes
I worked with Schock for a year on the Data Marketing team, and during that time I was able to see his mastery of regression models and Python. I also witnessed his dedication to improving himself, always taking courses and specializations. In addition to being competent, he is an extremely pleasant person to be around.
Credentials
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Machine Learning Engineer Nanodegree
UdacityAug, 2021- Nov, 2024 -
Econometria Básica Aplicada
CourseraMay, 2021- Nov, 2024 -
3. Apache Spark Associate Developer
DatabricksApr, 2021- Nov, 2024 -
4. Data Science Professional
DatabricksApr, 2021- Nov, 2024 -
Applied Statistics with Databricks
DatabricksApr, 2021- Nov, 2024 -
Data Science on Databricks Rapidstart
DatabricksApr, 2021- Nov, 2024 -
Data Science on Databricks: The Bias-Variance Tradeoff
DatabricksApr, 2021- Nov, 2024 -
Data Scientists (Customers)
DatabricksApr, 2021- Nov, 2024 -
Databricks with R
DatabricksApr, 2021- Nov, 2024 -
Delta Lake Rapid Start with Python
DatabricksApr, 2021- Nov, 2024 -
Deploying a Machine Learning Project with MLflow Projects
DatabricksApr, 2021- Nov, 2024 -
Introduction to Feature Engineering and Selection with Databricks
DatabricksApr, 2021- Nov, 2024 -
Introduction to Natural Language Processing with Databricks
DatabricksApr, 2021- Nov, 2024 -
Lakehouse with Delta Lake Deep Dive
DatabricksApr, 2021- Nov, 2024 -
Natural Language Processing at Scale with Databricks
DatabricksApr, 2021- Nov, 2024 -
Scalable Machine Learning with Apache Spark
DatabricksApr, 2021- Nov, 2024 -
Tracking Experiments with MLflow
DatabricksApr, 2021- Nov, 2024 -
3. SQL Analyst Associate
DatabricksMar, 2021- Nov, 2024 -
4. SQL Analyst Professional
DatabricksMar, 2021- Nov, 2024 -
Apache Spark Programming with Databricks
DatabricksMar, 2021- Nov, 2024 -
Associate SQL Analyst Accreditation
DatabricksMar, 2021- Nov, 2024 -
Data Visualization with Databricks SQL Analytics
DatabricksMar, 2021- Nov, 2024 -
Databricks SQL Analytics Fundamentals
DatabricksMar, 2021- Nov, 2024 -
Delta Lake Rapid Start with Spark SQL
DatabricksMar, 2021- Nov, 2024 -
Introduction to Apache Spark Architecture
DatabricksMar, 2021- Nov, 2024 -
Just Enough Python for Apache Spark™
DatabricksMar, 2021- Nov, 2024 -
SQL Analysts (Customers)
DatabricksMar, 2021- Nov, 2024 -
Applications of SQL on Databricks
DatabricksFeb, 2021- Nov, 2024 -
Business Leaders (Customers)
DatabricksFeb, 2021- Nov, 2024 -
Databricks Workspace Fundamentals for Business Analytics
DatabricksFeb, 2021- Nov, 2024 -
Fundamentals of Data Lakes and Data Warehouses
DatabricksFeb, 2021- Nov, 2024 -
Fundamentals of Machine Learning
DatabricksFeb, 2021- Nov, 2024 -
Fundamentals of Structured Streaming
DatabricksFeb, 2021- Nov, 2024 -
Quick Reference: Databricks Workspace User Interface
DatabricksFeb, 2021- Nov, 2024 -
Quick Reference: Managing Databricks Notebooks with the Databricks Workspace
DatabricksFeb, 2021- Nov, 2024 -
Quick Reference: Relational Entities on Databricks
DatabricksFeb, 2021- Nov, 2024 -
SQL Coding Challenges
DatabricksFeb, 2021- Nov, 2024 -
Fundamentals of Big Data
DatabricksJan, 2021- Nov, 2024 -
Fundamentals of Delta Lake
DatabricksJan, 2021- Nov, 2024 -
Fundamentals of Delta Lake Accreditation
DatabricksJan, 2021- Nov, 2024 -
Fundamentals of SQL on Databricks
DatabricksJan, 2021- Nov, 2024 -
Fundamentals of Unified Data Analytics with Databricks
DatabricksJan, 2021- Nov, 2024 -
Introduction to Lakehouse Architecture
DatabricksJan, 2021- Nov, 2024 -
Introduction to Unified Data Analytics with Databricks Accreditation
DatabricksJan, 2021- Nov, 2024 -
Quick Reference: Spark Architecture
DatabricksJan, 2021- Nov, 2024 -
Unified Data Analytics Accreditation
DatabricksJan, 2021- Nov, 2024 -
How to tell a story with data
UdemyNov, 2020- Nov, 2024 -
Feature Engineering for Machine Learning
UdemyMay, 2020- Nov, 2024 -
Tableau: Integrating Python, SQL, and Tableau
UdemyMay, 2020- Nov, 2024 -
Feature Selection for Machine Learning
UdemyMar, 2020- Nov, 2024 -
Learn Visual Studio Code (2020)
UdemyMar, 2020- Nov, 2024 -
Careers in Data Science A-Z
UdemyDec, 2019- Nov, 2024
Experience
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iFood
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Brazil
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Software Development
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700 & Above Employee
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Recommendation team - Data Scientist Specialist, DS
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Nov 2021 - Present
• Recommendation division focused in content recommendation;• Model design, deployment and monitoring;• A/B testing for algorithm performance and deployment;• Feature implementation and evaluation;• Orders uplift with clusterization applied in user recommendation;
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Data & Analytics Specialist - Data Specialist, DS
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Oct 2021 - Nov 2021
• Advanced analytics division focused in data modelling problems;• Pyspark and SQL databricks queries & ETLs;• Tableau insights sharing and reporting for stakeholders;• Time series forecasting modelling applied for retention rates;• AI applied for decision making.
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Data & Analytics Senior - Data Specialist, DS
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Nov 2019 - Oct 2021
• Advanced analytics division focused in data modelling problems;• Pyspark and SQL databricks queries & ETLs;• Tableau insights sharing and reporting for stakeholders;• Time series forecasting modelling applied for retention rates;• AI applied for decision making.
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Nexxera
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Brazil
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Financial Services
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100 - 200 Employee
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Data analyst
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Apr 2019 - Nov 2019
• Data insights decision driver for new business prospects; • Time series modelling and forecasting; • Analytics and reporting for macroeconomic indexes; • NLP data analysis of users complaints for local clients. • Data insights decision driver for new business prospects; • Time series modelling and forecasting; • Analytics and reporting for macroeconomic indexes; • NLP data analysis of users complaints for local clients.
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Universidade Federal de Santa Catarina
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Brazil
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Higher Education
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700 & Above Employee
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Teaching Assistant
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Jul 2018 - Dec 2018
TA for prof. Dr. Andre Alves Portela Santos in the Stock Market course, PPGEco/UFSC. TA for prof. Dr. Andre Alves Portela Santos in the Stock Market course, PPGEco/UFSC.
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Education
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MBA USP/Esalq
Master of Business Administration - MBA, Data Science & Analytics -
Universidade Federal de Santa Catarina
Master's degree, Economics