Filipa Correia
Prague
Summary
MLOps Professional with a strong background in DevOps and Data Science. Proficient in implementing and maintaining IT infrastructure, deploying monitoring tools, and developing end-to-end machine learning models. Adept at troubleshooting technical issues and collaborating effectively in agile environments.
Overview
7
7
years of professional experience
Work History
MLOps Engineer
ITM8
03.2021 - 07.2023
- Implemented, maintained, and monitored IT infrastructure, ensuring reliability and performance
- Designed and implemented custom monitoring checks, enhancing system observability
- Developed procedures for system troubleshooting and maintenance, improving operational efficiency
- Investigated and resolved technical issues through effective deployment of updates and fixes
- Led Proof of Concept projects, creating machine learning models and data analytical applications using Jupyter Notebook in Azure ML Studio.
Site Reliability Engineer
IBM
05.2020 - 02.2021
- Deployed applications using Jenkins Pipeline and managed application lifecycle
- Utilized tools such as LogDNA, Sysdig, and NewRelic for monitoring and alerting
- Proficiently used Kubernetes CLI (kubectl) and IBM Cloud/CLI (ibmcloud/bx) for containerized applications
- Collaborated on internal automation projects and contributed to agile development using Zenhub
- Handled on-call responsibilities and incident management using PagerDuty.
System Application Administrator
IBM
04.2018 - 04.2018
- LINUX 2nd Level, Monitored server health, performance, and space, ensuring system stability
- Assisted in implementing new/upgraded systems and managed user tasks
- Maintained documentation and executed changes following change management processes
- Supported Unix/Linux and Windows Servers, contributing to a reliable IT environment.
Customized Technical Support
IBM
04.2016 - 03.2018
- Managed IT-related inquiries via phone and email, troubleshooting software and hardware issues
- Demonstrated proficiency in problem-solving, including network and device troubleshooting.
Education
Master - Data Science
OpenClassroom France
Paris2023
Master - Sustainable Development
École Pégase
Paris2015
Degree - Geology and Natural Resources
University of Science
Lisbon2011
Skills
- Programming: Proficient in Python; Basic scripting with JavaScript, Bash
- Data Science: Knowledge of Machine Learning techniques and solutions
- Cloud Platforms: Familiarity with Azure, AWS, and IBM Cloud
- Version Control: Git and GitHub
- Databases: Basic knowledge of SQL
- Operating Systems: Proficient in Linux/Unix system
Accomplishments
- Contributed to “Automated Outage Resolution using ChatOps For Cloud Native or Traditional Applications” at IBM Prague, resulting in a patent.
- Led a successful Cloud Migration project during the pandemic, migrating 430 servers to IBM Cloud and achieving the Team of the Month award.
- Strong communication skills, fostering positive relations with colleagues, superiors, and clients.
- Adaptable to new environments with a collaborative team spirit.
Languages
Portuguese
Native language
English
Proficient
C2
French
Proficient
C2
Timeline
MLOps Engineer
ITM8
03.2021 - 07.2023
Site Reliability Engineer
IBM
05.2020 - 02.2021
System Application Administrator
IBM
04.2018 - 04.2018
Customized Technical Support
IBM
04.2016 - 03.2018
Master - Data Science
OpenClassroom France
Master - Sustainable Development
École Pégase
Degree - Geology and Natural Resources
University of Science
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