Selected work.
Real product engineering across AI, cloud, data, and modernization. Filter by domain to see where we fit.

Adology: Agentic Intelligence Platform for Creative Analytics
Creative data was trapped in unstructured media across 9 platforms. Scaling multimodal LLM analysis created strict multi-tenancy, sub-second latency, and critical cost-control constraints.

My Kiosk Online: Remote Fleet Monitoring & Ingestion Platform
Kiosks logged locally without remote visibility, causing late fault detection, blind cash positions, and on-site visits for diagnosis across unmanaged third-party venue networks.

TruckerSocial - A dedicated professional social network, CDL job board, and marketplace for commercial drivers and fleet companies.
Prior to launch, the platform faced critical security flaws (auth bypasses, unauthenticated IDORs), chat message leakage, staircase database latency, and background cron job bottlenecks.

LiquorScan — High-Precision Liquor Fill Level Detection Powered by Hybrid Semantic Segmentation
Manual liquor inventory checks are slow and prone to error. Varied bottle shapes, labels, closures, and reflections heavily distorted single-view computer vision fill level segmentations.

Majir — the Cross-Platform Loyalty Wallet that Turns Email into Savings
Loyalty is broken by fragmentation — rewards scattered across apps, cards and a flood of promo emails, so shoppers lose track of what they earned and let discounts expire unredeemed.

Practitionet — the Professional Network Built for Medicine
Physicians, residents and medical students lacked a professional network built for how medical careers work — rotations, publications, mentorship, institutions — that was secure and scalable.

RaketRank — Cross-Platform App for Competitive Pickleball
Competitive pickleball still ran on paper scoresheets, group chats and spreadsheets, with no consistent way to schedule, score or rank players across a league.

The Data & AI Backbone Behind PromoShare's Fan-Ambassador Engine
Fragmented social scrapes: no warehouse, no cross-platform tiering, and no way for non-technical marketers to know which ambassadors, hashtags and events actually drive ticket revenue.

Scaling a Creator Marketplace: 100M-Row Attribution + AI Pipelines
Creators are paid commissions on attributed sales, so attribution is a payments problem. Heading into 4x growth, the service ran at ~100% CPU, DLQs hit six figures, and event tables outgrew the DB.