Software Engineer | Cloud & Data Enthusiast | AI Explorer
I help financial institutions, FIUs, and law enforcement fuse data with advanced network analytics to uncover hidden relationships, prioritize risk, and move cases forward. I treat financial intelligence as the glue that connects fragmented sources so the first responders of data can see the full story sooner. At DataWalk, I design and productionize graph-powered analytics β entity resolution, link + geospatial analysis, typology detection, and network-risk scoring β keeping outcomes explainable and traceable back to source.
I align technology architecture and analytics with business value. I provide subject-matter expertise across financial crime, criminal justice, fraud prevention, and regulatory compliance, with a hands-on background in data management/ETL, cloud data platforms and warehousing, system architecture, scenario/typology design with automated alerting, case management, and visual analysis/reporting. At DataWalk, that translates into building entity-resolution and link-analysis pipelines, geospatial + network-risk models, and interoperability patterns that travel from discovery to production.
Toolbox: Network science, Entity resolution, Investigative analytics, AWS & Azure, SAS & Python, Node link analysis / graph AI workflows
Domains: AML, fraud, KYC/CDD, beneficial ownership (CTA), law enforcement & national security
Credentials: CAMS, AWS Cloud Practitioner, Azure Fundamentals, B.S. Industrial & Systems Engineering (NC State)
Recent themes: financial intelligence, data fusion across silos, explainable artificial intelligence & analytical-driven workflows, public-private sector collaboration, risk-prioritized networks
Community speaking and publications: ACAMS, IAFCI, RevTech Labs
If youβre tackling transnational crime, optimizing AML, or connecting data across agencies, letβs compare notes and move cases forward.
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Languages & Technologies:
- SAS (SAS Viya, SAS Visual Analytics, SAS AML, SAS Law Enforcement Intelligence, Enterprise Guide)
- Python (Pandas, NumPy, Scikit-learn, Jupyter Notebooks)
- SQL (PostgreSQL, Oracle, DB2)
- Linux/UNIX (Shell scripting, system administration)
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Cloud Platforms & DevOps:
- Microsoft Azure (Azure Fundamentals Certified)
- Amazon Web Services (AWS Cloud Practitioner Certified)
- Kubernetes & Docker (Container Orchestration, Deployment)
- Infrastructure as Code (AWS CloudFormation, Terraform)
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Data Engineering & Management:
- Data Warehousing (Dimensional modeling, Star Schema, Snowflake)
- ETL Development (SAS Data Integration Studio, DataFlux)
- Data Modeling (ERwin, ER Studio)
- Data Visualization & Reporting (SAS Visual Analytics, Tableau, Power BI)
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Machine Learning & AI:
- Predictive Modeling & Forecasting
- Network Graph Analytics (Graph theory, Entity resolution)
- Fraud Detection & Risk Scoring Models
- Natural Language Processing (NLP, AWS Comprehend)
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Financial Crime & Compliance:
- Anti-Money Laundering (AML) & Regulatory Compliance (CAMS certified)
- Transaction Monitoring & Scenario Design
- Case Management & Alert Investigation Workflow Automation
- Risk Management & Decision Analytics
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Leadership & Communication:
- Technical Team Leadership & Cross-Functional Collaboration
- Business Development & Strategic Partnership Building
- Consulting & Advisory Services
- Public Speaking & Technical Writing (Published Author, SAS Global Forum)
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SAS Global Forum
Contributions, presentations, and code for the SAS Global Forum community. -
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- Azure Cloud Fundamentals
- AWS Cloud Practitioner
