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:~$ whoami
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)
Focus: Machine LearningB.Sc. in Software Engineering
PUC Minas