About
D3pth AI is a Data Science practice for enterprises whose hardest problem isn't the model — it's the data feeding it.
Charles Wallace · Founder & Principal Architect, D3pth AI
Where the practice was forged
Planetary spatial compute
Large-scale AI data
M.S. Data ScienceExperience
The career was built deliberately along one axis — from the planetary macro to the token-level micro — so the practice can speak both languages fluently in a single engagement.
NASA oceanographic & GLOBE programs — planetary water quality, fluid dynamics & environmental telemetry.
M.S. Data Science — Harvard University.
National-scale cold-chain & shipment anomaly detection — sensor fusion and predictive modeling under crisis-grade conditions.
Ex-Scale AI · Large-scale AI data engineering & quality — speech, vision & structured datasets.
Founder's philosophy
“You don't need a massive, trillion-parameter model just to automate your billing or track logistics — you need a custom solution that actually fits your business.”
The founder
Start with a consult — 30 minutes, no slides. We map your data, build what's missing, and you own what we ship.
The engagement
Each pillar names a practice area and a representative outcome, linked to the matching engagement. Every engagement ends the same way — a production pipeline handed over for you to own and run.
Raw, noisy enterprise data taken from ingest to a query-ready gold layer — owned by the client.
See this engagement →1,031,640 genomic variant records reaching gold-layer quality from 1.18M ingested across a multi-species reference pipeline (repr.).
Sub-centimeter LIDAR processing, geospatial modeling, and 3D surface reconstruction.
See this engagement →Petabyte-scale global spatial data and LIDAR mapping for a national environmental-research program (repr.).
Fragmented or degraded documents reconstructed; structured data extracted from extreme noise.
See this engagement →Straightening, denoising, and digital cleanup with +11.2° skew correction; structured fields recovered for legal discovery (repr.).
Sensor fusion and predictive modeling for national-scale supply chains.
See this engagement →Financial transit audit and volume logging for crops, timber, and water-canal discharges across a regional county network (repr.).
D3pth AI works with a small number of partners at a time — reach out to discuss fit.