Coding Shinobi — portfolio and presentation of 2014–2026
Over twelve years across multiple domains including: medical, geospatial, sensors and simulations, VR/AR/XR, and agent loops with AI/ML Pipelines.
Partnering with and building high performing teams that love what they do.
Selected work
Surgical imaging that loads in a blink without ever guessing a measurement. Half a million clinical trials mapped for human discovery. High-throughput analyst pipelines paired with shared Unreal worlds. Playable interactive prototypes, and forty federal services unified under one roof. Different domains, same heartbeat: elevate the team, protect the user, and build systems you can trust.
Augmenting Orgs
Clinical imaging
Streaming 3D surgical scans in real time while providing AI/ML analytics on structures.
AI Done Right
Clinical data
Connecting patients and researchers to 607,160 real studies using AI that is structurally incapable of hallucinating.
Teams and Platforms
Throughput & simulation
Turning hours of manual data wrangling into a 1 TB/min automated pipeline—and a 10,000-object Unreal simulation.
Teams and Platforms
Interactive
Designing tactile game systems in Unity and coaching engineering teams to bring scientific simulations into XR.
Platform Architecture
Unifying 40 fragmented federal services and 100+ relational tables into one governed Medallion platform.
2014—2020
Where the foundation was forged: self-hosted live video before it was a commodity, multi-tenant logistics, edge hardware, and mentoring my first engineers.
Live video
Long before off-the-shelf streaming APIs, I built a multi-tenant live video platform from scratch—combining Nginx RTMP routing, real-time Tornado chat, and custom Django portals.
Multi-tenant RTMP & real-time chat
● self-hostedNginx RTMP · Tornado · Django · PostgreSQL · OpenCV · TensorFlow
Platform
A complete operations backbone running two separate logistics companies from a single deployment—featuring custom map dispatch, live GPS fleet tracking, and a companion mobile app for drivers on the road.
2 companies · 1 unified deployment
● shippedDjango · Tornado · PostgreSQL · OSM · Ionic · scikit-learn
Mentorship & Architecture
Co-built an education CRM alongside a junior developer I was mentoring. When the business pivoted to a C#/.NET stack, I engineered the live migration engine that transitioned every user cleanly without a minute of downtime.
Zero-downtime stack migration
● mentored & builtDjango · PostgreSQL · C# / ASP.NET · RazorPages
Honorable mentions
Fused radar, camera vision, and inertial sensors directly on a Raspberry Pi for real-time driver safety analytics—engineered in multi-threaded C++ to run completely offline at the edge.
Built the living reference implementation for an emerging geospatial routing standard in 3D terrain, presenting it directly to the standards committee.
Created custom 3D medical volume labeling tools and trained deep-learning segmentation pipelines to help clinical researchers track complex bone deformations.
Real-time, multi-user airspace simulations that synchronized live controller sessions and adapted training scenarios to each student's weak spots.
2018—2024
From building my own team of ten;
a fast-paced collaboration with eighty members of an org,
upgrading the workflows of twelve scientific analysts,
and becoming a bar raiser that provided technical-creative advice.
Cross-Org Alignment
Embedded within a ten-person strike team inside an eighty-person defense and geospatial program, bridging the gap between independently built AR hardware and world-scale simulation engines. The real breakthrough wasn't just aligning coordinate math—it was aligning competing engineering cultures into one shared standard.
10-person team · 80-person program
● aligned & shippedReact · Cesium · Unity · Java / Spring
Human-Centered Automation
Twelve scientific analysts were burning hours hand-wrangling massive 900 GB simulation files, where a single typo could ruin a run. I pulled up a chair right beside them, listened to their pain points, and engineered a 64-process automation suite that ingested 1 TB/min and wiped out setup errors completely—freeing the team to focus on actual science, and paving the way for a live Unreal digital twin.
12 analysts freed · 1 TB/min throughput
● zero setup errorsPython · Spark · Qt · HDF5 · Unreal Engine · C++
Technical-Creative Advisory
Acted as a technical-creative bar raiser for client engineering teams—coaching them on how to translate rigid scientific simulations into intuitive, tactile XR experiences, while sharpening complex state-machine and interaction patterns through playable Unity prototypes.
Client teams upskilled · Playable XR
● built & mentoredUnity · C# · Unreal Engine · C++
Live Operations
Venue operations teams were drowning in sixteen simultaneous video feeds with no way to scrub back and connect the dots. I architected a distributed computer-vision pipeline that indexed every detection across space and time—turning chaotic live footage into an instant, searchable timeline.
16 live feeds · real-time spatial index
● production scalePython · Kubernetes · Kafka · Redis · OpenCV · ffmpeg
2022—2026
Stepping into high-stakes clinical, enterprise, and legal environments—where speed changes lives, but unverified data is never an option.
Clinical imaging
Surgeons and Orthopedists have always been looking into safer and secure ways of integrating Machine Learning into practices. I re-architected the clinical viewer to allow for compliant transmission and auditable AI/ML pipelines for various tasks.
Real-time slice streaming · Verified voxel scale
● 168 invariant testsFastAPI · vtk.js · S3 · Terraform · 168 tests
Healthcare Discovery
Finding a life-saving clinical trial shouldn't require a degree in database query syntax. I mapped over 607,000 global studies and 3.5 million medical facilities into an interactive geospatial platform—letting patients and clinicians ask complex eligibility questions in plain English while guaranteeing every single result is backed by a verified clinical record.
607,160 studies · 3.5M facilities mapped
● verified recordsNext.js · FastAPI · PostgreSQL / PostGIS · Clerk
Enterprise Governance
At a Fortune 500 financial institution, legal-hold discovery across a petabyte of sensitive records was bottlenecked by rigid legacy infrastructure. Working closely with security and release teams, I redesigned the sharded storage layout and Microsoft Entra RBAC governance—accelerating case reconstruction and cutting our deployment cycle from three months down to four weeks.
1 PB governed · 3 months → 1 month delivery
● enterprise productionC# / .NET · Blazor · OpenShift · Kubernetes · Entra ID · Purview
2025—2026
Pioneering verification-first AI architectures—where deterministic truth auditing, multi-tenant security, and zero-trust guardrails are built into the foundation, not bolted on after a failure.
Architectural First
While much of the industry was shipping raw LLM wrappers and hoping for the best, I architected one of the first multi-tenant financial AI engines with built-in deterministic verification. Every AI proposal is intercepted and audited against strict financial rule engines, tenant security boundaries, and Medallion data lineage before an analyst ever sees a single number.
100% deterministic verification · Multi-tenant RBAC
● zero unverified outputsAzure Functions · DuckDB · Parquet · Azure SQL · Deterministic Rule Engine
Zero-Trust Grounding
In healthcare and finance, a "mostly accurate" chatbot is a liability. I designed a zero-trust agent architecture where the model is stripped of free-text generation privileges for factual claims. Instead, it operates strictly through parameterized, schema-locked SQL and geospatial tools—making it structurally impossible to invent a clinical trial, fabricate a metric, or leak cross-tenant data.
Schema-locked tool execution · Zero free-text fabrication
● security by designFastAPI · PostgreSQL / PostGIS · JSON Schema Guards · Agentic Orchestration
The Blueprint
Executive Enablement
Great architecture only scales when leaders understand how to wield it. I was commissioned to design and teach a 15-episode executive curriculum that demystifies agentic workflows—showing non-technical leaders how to spot high-leverage automation, enforce human-in-the-loop security, and build audit-ready AI governance from day one.
15-episode executive series · Governance & Architecture
● commissioned & shippedAI Governance · Agentic Workflows · Security Architecture · Executive Advisory
Request the curriculum outline →Whether we are aligning an eighty-person engineering org, shaving hours off an analyst's day, or putting hard mathematical guardrails around enterprise AI—I build teams and platforms that hold up under pressure and love what they do.