Work
Past projects
A mix of client work, automation builds, and academic projects. Each one is labeled honestly, that's the brand.
Selected work
Client project
OV Legacy Heirship Tool
A tool that figures out who owns what in inherited mineral rights, automatically. It traces ownership through generations of family records, shows the result as a clear visual map, and exports tidy reports. Work that used to take hours of careful hand calculation now runs in minutes, with fewer mistakes.
Client project
OV Legacy Heirship Tool
A tool that figures out who owns what in inherited mineral rights, automatically. It traces ownership through generations of family records, shows the result as a clear visual map, and exports tidy reports. Work that used to take hours of careful hand calculation now runs in minutes, with fewer mistakes.
Other work & experiments
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ML Research Projects
AcademicApplied machine learning research across financial fraud detection and loan default prediction. Trained and evaluated models across 8+ architectures using real-world financial datasets with heavy feature engineering and class imbalance handling.
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DeFi Privacy & Financial Infrastructure
Personal buildResearch-level work across Ethereum privacy layers, stablecoin infrastructure, and zero-knowledge systems. Modeled USDC transfer flows, explored government transaction reporting thresholds, and investigated NFC-based asset verification concepts.
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AI Land Ownership Prediction Model
Personal buildML model predicting ownership changes from land tax record datasets. Predecessor to Ranger's data layer, trained on classification targets with heavy feature engineering and class imbalance handling.
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W-1 Drilling Permit PDF Extraction System
Personal buildPDF table parser for Texas W-1 drilling permit forms from the Railroad Commission. Extracts structured permit metadata (operator name, legal description, formation, API number) from unstructured PDF tables using regex pipelines.
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AWS Cloud Computing Labs
AcademicDistributed computing coursework using AWS EMR, Hadoop, Hive, and Pig. Covered cluster configuration, MapReduce job design, Hive query optimization, and large-scale data pipeline patterns.
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SAP S/4HANA Enterprise Systems
AcademicEnterprise systems coursework using SAP S/4HANA. Covered business process mapping, ERP module configuration, procurement and supply chain workflows, and financial reporting in an enterprise environment.