Software engineer on the founding team of a life sciences startup in Palo Alto. I work on the data and evaluation tooling behind AI for science.

Most of my time so far has gone into AI / ML. I'm also interested in quantum computing, robotics, embedded systems, computer vision, and edge ML.

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• microscope: mechanistic interpretability toolkit (sparse autoencoders, transcoders, feature circuits) on Gemma-2-2B
• cortex-score: scores a video for predicted brain engagement, built on Meta FAIR's TRIBE v2
• agentary: multi-agent research platform
• UT Disaster: hurricane damage assessment from satellite imagery, with a map UI and natural-language Q&A
• SentinelEdge: on-device threat detection for security cameras on a Jetson Nano
• Access Control Manager: ESP32 RFID and fingerprint door controller for a makerspace

Released

• roboflow/supervision
  • 0.30.0: windowed GeoTIFF reads in InferenceSlicer (#2281), CreateML format (#2284), LabelMe format (#2299)
  • 0.29.0: 1-indexed COCO category_id export (#2276), COCO ids that chain across splits (#2267), docs fix (#2266)
• geopandas/geopandas
  • 1.2.0: from_features keeps crs on an empty feature list (#3789)
  • 1.1.4: explore() honors custom legend labels for categorical and boolean columns (#3784)
• roboflow/inference 1.3.0: fixed values_difference aggregation in the Data Aggregator block (#2388)
• geopandas/contextily 1.7.1: fixed a missing return that produced None tiles (#282)
• shapely/shapely 2.2.0rc1: clear ValueError for non-Polygon input to MultiPolygon (#2461)

Merged, in the next release

• pysal/esda: robust two-sided pseudo p-values (#514)
• python-pendulum/pendulum: None allowed for exc_tb in Traveller.__exit__ (#974)

In review

• redis/redis-py: PyPI Trusted Publishing (#4088), cached default response callbacks (#4124)
• torchgeo/torchgeo: time-series samples for WesternUSALiveFuelMoisture (#3770)
• voxel51/fiftyone: geo field range checks (#7830), CityPersons attributes (#7831)
• pyproj4/pyproj: guess_wkt_version() (#1606), Transformer serialization docs (#1604)
• pysal/esda: warning for disconnected graphs in the Moran family (#513)
• shapely/shapely: .xy docs (#2459)
• stanfordnlp/dspy: keep Python literals in ChatAdapter dict parsing (#9832)
• arogozhnikov/einops: repeat broadcast docs (#436)
• niivue/niivue: reversed translucent volume rendering (#1612)
• swar/nba_api: 2026 WNBA expansion teams (#676), conference and division data (#677)

If you maintain something in these areas and want help, send me an issue.

_{University of Texas (Dallas), class of '26}