About
How I think.
What I care about.
I'm Simone — a Data & Software Engineer with a compulsion to understand how things work at depth, and a habit of building tools for problems I actually encounter.
Philosophy
Engineering as craft
I think about systems the way an architect thinks about buildings: the visible interface is important, but the load-bearing structure is everything. Good data infrastructure is invisible — it just works, reliably, at scale.
I'm drawn to the constraints that make engineering interesting: latency budgets, consistency guarantees, failure modes. These aren't obstacles — they're the design surface.
Outside of pure engineering, I think products are how ideas compound. A well-built system serves its purpose, but a well-designed product creates leverage.
What drives me
Reliability over cleverness
Systems that fail gracefully beat systems that wow in demos.
Observability by default
If you can't measure it, you can't trust it.
Build to learn
Building products outside work is how I stay sharp and curious.
Depth before breadth
Understanding one thing deeply transfers further than knowing many things loosely.
Core Expertise
Data Engineering
streaming, batch, orchestration
Backend Systems
REST, distributed systems
Cloud Infrastructure
AWS, Terraform, CI/CD
ML Infrastructure
training pipelines, feature stores
Tech Stack
Languages
Python, TypeScript, SQL
Data
Spark, Airflow, dbt, Kafka
Cloud
AWS, GCP
Infra
Docker, Kubernetes, Terraform
Journey
Senior Data Engineer
Current Role
Designing real-time ingestion systems and ML feature infrastructure at scale.
Data Engineer
Previous Company
Built batch and streaming ETL pipelines across AWS. Led the migration of a 10TB+ data warehouse.
Backend Engineer
Early Career
Started with backend services (Python, REST APIs), gradually moved toward data and infrastructure.
MSc Computer Science
University
Focused on distributed systems and databases. Thesis on stream processing performance.
See the work behind the thinking.
Projects with real metrics, real constraints, and real lessons learned.
Explore Projects