Jose Antonio Guerrero Arzaluz
@antonio-guerrero
Data professional with experience in fintech analytics, SQL, Python, BI, AWS,cloud infrastructure and reconciliations processes
What I'm looking for
I am a data and analytics professional with experience in fintech operations, financial reconciliations, business intelligence, process automation, and cloud-based data workflows. My work focuses on transforming complex financial and operational data into reliable insights, scalable reports, automated controls, and decision-support tools for business, operations, finance, and technology teams.
I have hands-on experience working with SQL, Python, Pandas, PostgreSQL, Amazon Redshift, BigQuery, Athena, AWS Glue, Lambda, S3, Databricks, Power BI, Tableau, QuickSight, dbt, Mage AI, APIs, SAP S/4HANA, Git, and workflow orchestration tools. I use these tools to build data validation processes, automate recurring analyses, improve reporting performance, monitor operational KPIs, detect anomalies, and support high-volume financial reconciliation processes.
I also have experience designing data models for auditability and traceability, including graph-based approaches for representing relationships between transactions, accounts, providers, rules, exceptions, and operational outcomes. I am familiar with graph database concepts and Cypher, and I am interested in applying graph structures to improve investigation workflows, reconciliation lineage, fraud analysis, and operational transparency.
My professional interests include data platforms, analytics, financial operations, automation, business intelligence, cloud data systems, data quality, graph databases, and scalable reporting solutions. I enjoy working on problems that require both business understanding and technical execution, especially when data can be used to reduce manual effort, improve reliability, and make complex processes easier to monitor and explain.
Experience
Work history, roles, and key accomplishments
Core Banking Business Architect
Klar
Jun 2025 - Present (1 year 1 month)
Automated and optimized financial reconciliation workflows using SQL, Python, and cloud-based data tools. Built operational dashboards and KPI-driven analyses to monitor reconciliation health, detect anomalies, and accelerate issue detection.
Optimized Amazon Redshift SQL queries to reduce runtime by 30% and improve reporting performance for operational analytics. Developed machine learning models for logistics optimization and automated invoice processing workflows with Python to reduce processing time from 4 weeks to 10 minutes.
Marketing Assistant
TroisPrime
Mar 2023 - Apr 2024 (1 year 1 month)
Automated Power BI reporting workflows to detect data inconsistencies and improve visibility across marketing and operational datasets. Reduced manual validation by 70% through process automation, data quality checks, and standardized reporting routines.
Education
Degrees, certifications, and relevant coursework
UNAM (Universidad Nacional Autónoma de México)
B.Sc. in Chemistry and Pharmacy (QFB), Chemistry and Pharmacy (QFB)
B.Sc. in Chemistry and Pharmacy (QFB) from UNAM, covering statistical analysis, scientific reasoning, data interpretation, and analytical problem-solving.
Amazon Web Services (AWS)
AWS Solutions Architect — Knowledge Badge, Cloud Architecture
AWS Solutions Architect Knowledge Badge covering cloud architecture fundamentals, including serverless, storage, IAM, analytics, and data platform services.
Google Data Analytics Professional Certificate, Data Analytics
Google Data Analytics Professional Certificate training in SQL, Tableau, data cleaning, analytical thinking, and business-oriented data analysis.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Job categories
Skills
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