I build tools for coordinating AI systems and examining whether their outputs are supported by evidence.
Model orchestration, structured tool use, persistent state, agent memory, and knowledge representation.
Evidence quality, provenance, uncertainty, calibration, and reproducible experimental workflows.
Biometric measurement, computer vision, sensor fusion, and GNSS-denied autonomous navigation.
Six projects from my current CV and resume.
Shared memory and review workflows for research teams and AI assistants.
GitHub-native collaboration with a built-in knowledge graph and 22 MCP tools. Tracks artifacts, review gates, context packs, and distributed tasks using git as the shared substrate.
Face-image-quality measurement with a reference comparison workflow.
Python implementation of the fixed BSI OFIQ v1.1.0 profile: 27 quality components plus the unified quality score. Includes configuration and model integrity checks and a live C++ comparison workflow.
Validation that checks what a knowledge bundle means, as well as its format.
Tools to validate, lint, migrate, and index Open Knowledge Format bundles. Detects broken relationships and silent semantic failures that basic conformance checks do not reject.
Lunar terrain authoring grounded in real south-polar terrain products.
Terrain generation, authoring, and preprocessing for Godot robotics simulation. Uses LOLA/PGDA terrain products, ephemeris-derived illumination, explicit provenance, automated validation, and CI.
A common evaluation interface for SwinFace and ArcFace encoders.
Reproducible face verification over public benchmark data, with documented provisioning, integrity checks, metrics, limitations, and optional mixed-effects analysis.
Knowledge-graph and geospatial exploration of Medicaid provider spending.
An exploration system for a 227-million-row HHS T-MSIS dataset. Combines DuckDB, NetworkX, FastAPI, React, MapLibre/deck.gl, and agent-assisted querying.
Design stage
A scientific IDE for biometric quality, verification research, controlled degradation experiments, and publication-artifact generation. The public work currently comprises product architecture, scientific schemas, and decision records.
Read the architecture and design recordsI treat provenance, reproducible environments, evaluation protocols, and explicit limitations as part of the engineering work. The repositories above provide the implementation and documentation behind each project.