Work

Built for hard data problems — including yours.

Live, interactive builds — representative of D3pth engagements, generalized to protect client specifics. If your data has untapped structure, we'd like to see it.

Schedule a consult

Open any demo and drive it yourself.

Each card opens a real, interactive interface — a selective sample of the domains we work across.

What we build

The full range of what we take on.

The same capabilities extend well beyond the six demos above:

  • Multi-carrier logistics
  • Crime-pattern analysis
  • Climate & hydrology modeling
  • Corridor-risk assessment
  • Residential portfolio management
  • Customer-service intelligence
01

Custom AI application development

Custom, automated apps engineered around your data and workflows.

  • Purpose-built models trained on your data
  • Confidence scoring & automated QA gates

Representative outcome

A production app your team runs from a gated portal.

Extraction review · intake → model → confidence gate

Claim No.CLM-2024-118432100%
Policy No.HO3-7741-009998%
ClaimantR. Nakamura97%
Date of loss2024-10-3199%

+3 more fields — open to explore

02

Data engineering & pipelines

Enterprise pipelines for raw, noisy, multi-source data — built, automated, and owned by you.

  • Pipeline stages: raw → filtered → validated → gold
  • Anomaly & outlier detection on noisy data

Representative outcome

Clean, queryable, model-ready telemetry from chaos.

Data refinery · interactive pipeline dashboard

Data-quality score · raw → gold

rawfiltereddedupedvalidatedgold
03

Spatial compute & LIDAR

Sub-centimeter geospatial modeling and topography for real estate, agriculture, utilities, and environmental telemetry.

  • Large-scale point-cloud processing
  • Elevation, flood, vegetation & flow modeling

Representative outcome

Accurate 3D reconstructions from raw point-cloud data.

Spatial explorer · interactive LIDAR corridor

© OpenStreetMap contributors
encroachmentLowElevatedHigh6 samples
04

Forensics & recovery

Computer-vision pipelines that reconstruct fragmented documents and extract critical structured data.

  • Skew, denoise & bleed-through correction
  • Handwriting → structured form extraction

Representative outcome

Audit-ready records recovered from degraded source material.

Restoration · deskew + denoise

Shipperrecovered
Consigneerecovered
B/L No.recovered
05

Managed compute & infrastructure

We architect and operate the infrastructure your models run on — GCP, AWS, or dedicated GPU nodes.

  • High-performance GPU node provisioning
  • Secure data storage & lifecycle management

Representative outcome

Reliable, high-throughput compute matched to your workloads.

Fleet ops · provisioned GPU cluster

mean util
82.4%
queue depth
37jobs
6
spend (mtd)
18.7k$
4.1%
incidents
1open
06

Application engineering & maintenance

Data-heavy dashboards, client-facing portals, and custom web applications.

  • Complex, interactive dashboard builds
  • Ongoing maintenance & performance retainers

Representative outcome

Fast, reliable web applications your team depends on.

Delivery · Core Web Vitals

LCP
1.42s
INP
214ms
needs work
CLS
0.04
TTFB
318ms
07

Secure client portals

Gated interfaces where your team works with internal models, automated workflows, and sensitive data.

  • Role-based access control (RBAC)
  • White-labeled reporting & dashboarding

Representative outcome

A single, secure pane of glass for your firm's data.

Access control · roles × capabilities

Owner6Admin5Analyst3Viewer2

Prior work

Where the practice was forged.

The real past work — each credential described exactly as it was executed.

NASAPast program

Planetary Water-Quality Mapping

Water-quality mapping for the whole world — planetary-scale geospatial datasets ingested, modeled, and indexed for the program.

NASAPast program

Oceanographic & GLOBE Programs

Fluid dynamics modeling and environmental telemetry engineering for NASA oceanographic and GLOBE initiatives.

Harvard UniversityCredential

M.S. Data Science

Graduate research in statistical modeling, machine learning, and large-scale data systems.

Scale AIPast role

Large-Scale AI Data Engineering

Annotation pipelines, quality gates, and data systems for speech, vision, and structured datasets.

By the numbers

Representative performance.

Data modalities
Geospatial
Sensor telemetry
Documents
Genomics
Performance

98%

Signal fidelity

20×

Processing speedup

99%

Audit accuracy

Sub-cmLIDAR resolution

Representative figures from prior engagements — measured per project.