Professional snapshot
Data Engineer · Analytics Engineer · Applied AI
Mexico · Remote / International
Currently
Data Engineer
Vascar Solutions
Experience
Data & Analytics
2023 → Present
Background
Physics Engineering
→ Data systems
Worked across
Core
01 / Experience
Where I applied it
Vascar Solutions, Auronix, and Totum Talent — with the work, not only the title.
Jan 2026 — Present
Data Engineer
Data engineering consultancy · staffing, then project-based
Mexico · Remote
I have worked both delivery models at Vascar: first staffing embedded with a client team; then project-based ownership of a GCP / BigQuery platform. Different stacks, different ways of working.
Feb 2025 — Dec 2025
MID Data Analyst, Financial Services
Mexico
Worked at the intersection of analytics, product and financial-services operations, modeling conversational and transactional information for reporting and decisions.
Aug 2023 — Feb 2025
Data Analyst, Outbound
Mexico
Supported outbound systems with reporting, ELT collaboration, and product metrics — messaging, behavioral data, and operational analytics.
Nov 2022 — Aug 2023
Database and Project Intern
HR consultancy
San Pedro Garza García, Nuevo León, Mexico
Supported administrative operations at an HR consultancy: Excel and Google Drive for day-to-day files, plus executive presentations for partners and clients.
Professional domains
Data platforms
Multi-source ingestion · modeling · reliability
Marketing analytics
Paid media · web analytics · client reporting
Financial services
Collections · conversations · transactions · product metrics
Outbound systems
Messaging · behavioral data · operational analytics
Applied AI
LLM applications · decision support · experimental systems
Systems > tools
02 / Selected work
What I build
Client names withheld when needed. The architecture is what I can publish.
Professional system
2026
Multi-client analytics platform integrating advertising, web analytics and operational sources into a unified warehouse and reporting layer.
Professional system
2026
Late-arriving data, temporal matching, and incremental processing with cost control — client withheld.
Systems with a public repo or a documented experiment.
Applied AI · data platform
01A conversational collections system paired with a Bronze → Silver → Gold pipeline and a live metrics dashboard.
Scientific ML
02Shrink a theoretical formulation space with physics-informed synthetic data, surrogate models, and experiment prioritization.
03 / About
Why I think this way.
I trained as an Industrial Physics Engineer, with a concentration in Data Science — machine learning, data-science principles, and the math and infrastructure around them. Physics still shapes how I work with data: understand the system, identify its constraints, measure, then decide.
I sit between engineering, analytics, and the business question. Pipelines and models are the medium. The point is a decision someone can defend: who to call, what to recommend, what to stop doing.
I care more about grain, incrementality, and whether a number can be reproduced than about collecting tools. Data engineering is how I practice that now. It does not have to be the whole identity.
Outside data: travel, business, cities, science and the systems behind them.
I also help organize Graffito Fest, a hip-hop and rap festival and freestyle tournament in Monterrey. It started in 2025 with Melissa Corona; we've had Eptos and Bizor.
2018
Physics
Tecnológico de Monterrey · Industrial Physics Engineering · Data Science concentration
2023
Data / analytics
Product, outbound and finance teams
2025
M.Sc. Data Engineering
Universidad Complutense de Madrid · Azure (Storage, Catalog, OpenAI, Databricks)
Now
Data systems
Engineering as the main medium
Measure before optimizing
05 / Stack
Tools I use
AWS, GCP, and Azure — I've shipped work on each. The inventory is tooling, not a certification wall.
TOOLING
SOURCE
INGEST
TRANSFORM
SERVE
06 / Contact
Open to conversations about Data Engineering, Analytics Engineering, Applied AI, and projects that need that mix. Email is the most reliable path.
carloscorona99@gmail.com→