Marty Badiola
Data Solutions Architect @Cielo Talent
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WORK HISTORY
Data Solutions Architect @Cielo Talent
Chicago, IL, US
Data Architect of a multi-tenant recruitment process outsourcing (RPO) business model supporting several hundred clients in North America, Europe, and Asia.Overarching objective is to conform data from many disparate transactional source systems into a unified reporting and analytics platform comprised of an Enterprise Data Warehouse, business process-focused Data Marts, Data Lake of unstructured documents and data, and cloud-based visualization tools that offer customer self-service. To support that objective, main responsibilities include building data integrations between external data stores and internal systems, creating and maintaining ETL/ELT data pipelines, designing reusable ETL/ELT frameworks for use by the Data Engineering team, transactional data modeling, dimensional data modeling, SQL query writing and optimization, database performance tuning, administration of compute instances in AWS, designing and building out data marts accessible to external clients with a strong focus on data privacy, data security, and data quality, and creating an Enterprise Data Warehouse comprised of transactional recruiting data from Applicant Tracking Systems (such as Workday, BrassRing, Taleo, iCims, SucessFactors, and Yello), ERP, HR, and CRM data.Creation of object-oriented Python scripts and frameworks utilizing libraries such as pandas, yaml, zeep, pysftp, psycopg2, sqlalchemy, boto3 for data integration and ETL/ELT data pipelines, Flask for REST API creation supporting integration use cases, Apache Airflow for Workflow Orchestration on AWS EC2, AWS RDS (PostgreSQL) and Snowflake for database, and front-end cloud visualization for reporting and analytics through Birst, Looker, and Tableau to support the organization’s overall business and digital transformation.Current tools and technologies undergoing Proof of Concept testing to determine feasibility include Streamlit, LangChain, LlamaIndex, ChromaDB, FAISS, Azure OpenAI, AWS BedRock, and PySpark.
EDUCATION
University of Illinois Chicago
Bachelor of Science (B.S.), Business/Managerial Economics
Regis University
Master of Science - MS, Data Science
Northern Illinois University
Business Economics
The Chicago School
Master's Certificate, Industrial and Organizational Psychology
ABOUT MARTY BADIOLA
I am a seasoned technology and data management professional with core skills in…
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