WORK
Select projects across healthcare, finance, logistics, and enterprise. Some work is shown under NDA — architecture and outcomes shared, client details withheld.
Trusted by teams at
HEALTHCARE INTELLIGENCE PLATFORM
Healthcare
Internal Product — LiveAI-powered prior authorization platform for medical practices. Predicts claim denials before submission, scores documentation completeness, and generates compliant appeal letters.
The Challenge
Medical practices lose billions annually to prior authorization denials. Most are preventable, but staff lack the tools to catch documentation gaps before submission. Appeals are time-consuming and often inconsistent.
What We Built
Built an intelligence layer that scores documentation completeness against payer-specific requirements in real time. The system predicts denial probability before claims are submitted and auto-generates appeal letters calibrated to each payer's criteria.
Results
FLEET OPERATIONS PLATFORM
Supply Chain & Logistics
J.B. Hunt Logistics — ProprietaryEnd-to-end fleet management and route optimization system for one of the largest trucking companies in North America. Real-time GPS tracking, automated dispatch, and predictive maintenance.
The Challenge
Legacy dispatch systems couldn't scale with fleet growth. Manual route planning was costing millions in fuel inefficiency and delayed deliveries across thousands of daily routes.
What We Built
Designed and built a real-time fleet operations platform with GPS tracking, automated dispatch, predictive maintenance alerts, and AI-driven route optimization that factors in weather, traffic, and driver hours.
Results
ENTERPRISE DATA PIPELINE
Healthcare & Pharma
Johnson & Johnson — NDAHigh-throughput data integration layer unifying clinical trial data, supply chain systems, and regulatory reporting across global operations.
The Challenge
Dozens of siloed legacy systems across multiple business units made cross-functional reporting impossible. Regulatory submissions required manual data reconciliation that took weeks.
What We Built
Built a unified data pipeline with schema transformation, real-time event streaming, and automated compliance reporting. The system ingests from 40+ source systems and normalizes data into a single analytical layer.
Results
TRADING INFRASTRUCTURE
Finance
Proprietary Trading DeskHigh-frequency data pipeline and execution engine. Sub-millisecond latency with real-time market data ingestion across multiple exchanges.
The Challenge
The desk needed a custom execution layer that could aggregate market data from multiple exchanges, calculate signals in real time, and execute trades with minimal latency — without vendor lock-in.
What We Built
Engineered a low-latency pipeline in Rust with direct exchange connectivity, custom order routing, and a real-time risk management engine. Built to handle burst traffic during market volatility without degradation.
Results
E-COMMERCE DATA ENGINE
Retail
National Retail Chain (200+ Locations) — NDAReal-time inventory synchronization and dynamic pricing engine across a national retail footprint. Handles millions of SKU updates daily.
The Challenge
Inventory counts were out of sync across stores and the e-commerce platform, causing oversells and missed revenue. Pricing updates took 24+ hours to propagate.
What We Built
Built a real-time sync engine that reconciles inventory across all locations and the online storefront within seconds. Added a dynamic pricing layer that adjusts based on demand signals, competitor data, and stock levels.
Results
Our Process
Discover
We learn your domain, map the problem space, and define the architecture before a single line of code is written.
Build
Small team, fast iterations. We ship working software early and refine based on real usage and feedback.
Ship
Production-grade deployment, monitoring, and handoff. Systems built to run reliably for years.
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