Pedro Ciol Lopes
Barcelona
Summary
Adept Machine Learning Engineer with a proven track record at Nestlé, enhancing MLOps practices and pioneering ML/AI solutions. Excelled in deploying and using cloud-based resources and containerization technologies, significantly improving project outcomes. Skilled in data modeling and product management, demonstrating exceptional analytical and leadership abilities. Experienced with Excel and Power Bi as well as data management. Multi-dimensional and multi-lingual professional with ability to work across cross-functional teams
Overview
5
5
years of professional experience
1
1
Certification
Work History
Machine Learning Engineer - Specialist
Nestlé
12.2023 - Current
- Providing MLOps best practices at Nestlé, managing projects through the new service line in ASL
- Architecting various production workloads: Designing, implementing, deploying and configuring end-to-end ML/AI pipelines
- Proficient in leveraging Azure cloud platforms for resource deployment and maintenance
- Proficient in containerization technologies such as Docker for deployment
- Responsible for streamlining ML solutions through CI/CD pipelines
- Use cases includes forecasting, pricing, etc…
Private English Teacher
Freelance
04.2020 - Current
- Teaching English to Native Portuguese Speakers
Intern - Analytics, Data and Integration
Nestlé
06.2023 - 12.2023
- Participation in the strategic revenue management team providing data on the pricing of Nestlé's products across different markets
- Able to use power BI and advanced excel skills
- Statistical analysis of how advanced price pack architecture affects consumer decisions
Education
Bachelor of Applied Science - BSc (Hons) - Computer Science + Artificial Intelligence
University of Sussex
06.2023
IB And High School Diploma -
St. George's International School
08-2019
Skills
- Extract, Transform, Load (ETL)
- Data Modeling
- PyTorch
- Cloud Applications
- Kubernetes
- MLOps
- LLMOps
- Power BI
- SQL
- Databricks
- Excel
- Product Management
Certification
- Microsoft Azure Machine Learning Fundamentals
- DevOps Foundations
- Product Management: An Introduction
- Large Multimodal Model Prompting with Gemini
- Attention in Transformers: Concepts and Code in PyTorch
- AI Agentic Design Patterns with AutoGen
- Agile Project Management
- Kubernetes
Timeline
Machine Learning Engineer - Specialist
Nestlé
12.2023 - Current
Intern - Analytics, Data and Integration
Nestlé
06.2023 - 12.2023
Private English Teacher
Freelance
04.2020 - Current
Bachelor of Applied Science - BSc (Hons) - Computer Science + Artificial Intelligence
University of Sussex
IB And High School Diploma -
St. George's International School
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