AI Chat Assistant
Built a personal AI chatbot with FastAPI and Astro, powered by Google Gemini 2.5 Flash. It answers questions about my experience, skills, and projects using a custom knowledge base.
Hi, I'm Rodrigo Steve
📚 Data Ops Engineer | Python | SQL | Power BI | ML, Automation workflows & AI Agents workflows
🌆 Mexico City
💼 Building data pipelines, AI agents & automation in Big Data environments
🎓 Industrial Engineering student at IPN
🌐 English B2 (certified by EF SET)
Main Tools
Experience
Data Ops Engineer
2026 - PresentBankaool
Big Data Team
Data governance, pipeline automation, system integration and AI solutions in Big Data environments.
PythonSQL
Data Analyst Intern — BI Audit
Jul 2025 - Jan 2026Bankaool
Business Intelligence Audit Team
Automated data processes, built dashboards and handled regulatory requirements for a Mexican bank.
- Workflow Automation: Connected Power Automate with Jira via HTTP/JSON to standardize audit incident tracking. Improved existing flows by adding timestamps and fixing data reads.
- Python Pipelines: Developed scripts to transform, audit and compare datasets automatically, generating Excel/PDF reports. Included discrepancy detection between production and Data Warehouse.
- Geospatial Analysis: Designed the methodology for geolocating banking transactions by channel and state, producing monthly executive reports.
- Regulatory Compliance (AML): Generated alert databases, SPID transactional profiles, match verification, and handled CONDUSEF and REUNE requests with ad-hoc queries.
- Dashboards & BI: Built Power BI dashboards (Client Semaphore, R27 Dashboard) with operational KPIs. Large-scale SQL queries on PostgreSQL for historical audits.
- Data Validation: Identified and documented inconsistencies between production systems and DWH (BEL clients, acquirer risk, user-client congruence).
PythonSQLPostgreSQLPower BIPower AutomateJiraPandasExcel/PDF Automation
My Projects
Market A/B Test
Basic Basket Sales Analysis, retail sales insights using SQL, Python, and Power BI to drive data-informed decisions.
About Me
Hi! I'm Rodrigo — a Data Ops Engineer with a background in Industrial Engineering and a passion for building intelligent data solutions.
I currently work in a Big Data team, focused on data governance, pipeline automation and building AI-powered solutions. I specialize in Python, SQL, FastAPI, and LangChain, combining my engineering foundation with a hands-on approach to software development and data science.
At Bankaool, I completed 45+ tasks in 6 months as a Data Analyst Intern in the BI Audit team: from regulatory SQL extractions and anti-money laundering reports to geospatial analysis of banking transactions, Power BI dashboards, and Python automation pipelines for data auditing.
I build end-to-end AI solutions — from RAG systems with ChromaDB and vector embeddings for intelligent Data Warehouse queries, to multi-agent architectures with LangChain, LangGraph and CrewAI, and REST APIs with FastAPI serving AI models with frontend integration in Astro.
I also work with workflow automation (Power Automate, n8n, Jira integrations), Power BI for operational dashboards, and Docker/Git for deployment.
I believe in documentation as a collaboration pillar — every project I build is documented with context, objectives, data sources and applied logic. I translate business requirements into technical solutions and adapt my communication to the audience.
Outside work, I study psychology and neuroscience, enjoy building FPV drones and handmade guitar pedals, and stay disciplined at the gym. Let's build something together!
