Staff MLOps Engineer
2024 — Present@ Housecall Pro
Leading MLOps initiatives and infrastructure for AI-powered features in home services software.
- Python
- MLOps
- AWS
- LLMs
Lucas Rotsen
Staff MLOps Engineer @ Housecall Pro
Building ML systems since 2020
Results-driven Software Engineer with a proven track record of designing and implementing robust and scalable solutions. From building high availability data pipelines to designing machine learning systems, I am a versatile professional ready to assume the role needed to get projects done.
Experience
Senior Software Engineer (Machine Learning)
2023 — 2024@ Viridios AI
Built machine learning systems for carbon credit verification and environmental data analysis.
- Python
- ML Systems
- Data Pipelines
- AWS
Machine Learning Engineer
2021 — 2023@ Equifax | BoaVista
Worked on the Analytics Platform team, building ML operations infrastructure and tools for Data Scientists and external customers.
- Python
- MLOps
- Data Engineering
- Analytics
Machine Learning Research Engineer
2020 — 2021@ Omnilogic
Researched and deployed state-of-the-art NLP models for online retailers and marketplaces. Designed scalable APIs to serve Deep Learning models.
- Python
- PyTorch
- TensorFlow
- Docker
- Kubernetes
Skills
Languages
- Python
- SQL
- TypeScript
- Java
- Go
ML / AI
- LLMs
- LangChain
- PyTorch
- TensorFlow
- Scikit-Learn
MLOps
- MLflow
- Kubeflow
- Model Serving
- Feature Stores
- A/B Testing
Infrastructure
- AWS
- Docker
- Kubernetes
- Terraform
- CI/CD
Data
- Spark
- Airflow
- PostgreSQL
- Redis
- Data Lakes
Education
M.Sc. in Electrical and Computer Engineering
Universidade Estadual de Campinas (UNICAMP)
Machine LearningB.Sc. in Software Engineering
PUC Minas