Capabilities
Skills
Languages
- Python
- SQL
- PySpark
- R
- JavaScript
- Bash
AWS
- Glue
- Lambda
- Step Functions
- DMS
- S3
- Athena
- SAM
- CloudFormation
GCP
- BigQuery
- Dataform
- Dataproc
- Dataflow / Apache Beam
- Pub/Sub
- Cloud Functions
- Cloud Composer
- Cloud Storage
- Cloud Logging
Data Platforms & Processing
- Databricks
- Delta Lake
- Unity Catalog
- Spark
- DuckDB
- Kafka
- Presto
- Hive
- PostgreSQL
- Microsoft Fabric
- NoSQL databases
Architecture & Modeling
- Medallion architecture
- ETL/ELT pipeline design
- Streaming pipelines
- Dimensional modeling (star / snowflake schema)
- Data governance
DevOps & IaC
- GitHub Actions
- GitLab CI
- Terraform
- Docker
- Git / GitHub / GitLab / Bitbucket
- Jira
- Confluence
BI & Analytics
- Power BI
- Tableau
- Looker
- ThoughtSpot (NLQ)
- Quarto
AI Engineering
- LLM integration (OpenAI, Gemini)
- Model Context Protocol (MCP)
- Agentic AI frameworks
- Structured outputs
- Natural-language querying
Backend
- FastAPI
- Django
- REST APIs
- OOP
Credentials
Certifications
LLM Engineering with Structured Outputs
Weights & Biases · 2025
CI/CD for Machine Learning (GitOps)
Weights & Biases · 2024
Azure AI Fundamentals
Microsoft · 2024
Applying Machine Learning and AI Services on AWS
Cloud Academy · 2023
Engineer Data in Google Cloud
Google · 2023
Education
Education
Specialization, Data Science
Universidad Nacional Autónoma de México (UNAM) · 2019–2020
Bachelor's degree, Economics
Universidad Nacional Autónoma de México (UNAM) · 2015–2021