Product work built for real-world outcomes.

Selected examples of product engineering, AI systems, modernization, data, and cloud work. Some client details and metrics may be anonymized due to confidentiality.

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Selected work.

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

9 of 9 projects
Adology: Agentic Intelligence Platform for Creative Analytics, preview
AI SystemsAI Platform2026

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.

TypeScriptNode.jsPostgreSQLpgvectorAWS EKSTemporalDBOSAI AgentsAdTechReact 19
My Kiosk Online: Remote Fleet Monitoring & Ingestion Platform, preview
IoT & CloudCloud / DevOps2026

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.

AWS LambdaDynamoDBFastAPIPostgreSQLNext.jsIoTServerlessFleet Monitoring
TruckerSocial - A dedicated professional social network, CDL job board, and marketplace for commercial drivers and fleet companies., preview
LogisticsMobile App2026

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.

Node.jsMongoDBRedisReact NativeTypeScriptFirebaseDockerAWSApollo Server 4
LiquorScan — High-Precision Liquor Fill Level Detection Powered by Hybrid Semantic Segmentation, preview
AI SystemsAI Platform2026

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.

PyTorchYOLOFastAPIComputer VisionStreamlitOpenCVAWSPython
Majir — the Cross-Platform Loyalty Wallet that Turns Email into Savings, preview
FinTechMobile App2025

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.

React NativeTypeScriptRedux ToolkitReact NavigationFirebaseNode.js / ExpressPrismaPostgreSQLAzure Container AppsAzure Blobpg-bossOAuth (Google/Apple/Microsoft)AI NL SearchFlexOffers / GoAffProngeohashNotifeeStripeNext.js / Cloudflare
Practitionet — the Professional Network Built for Medicine, preview
HealthTechPlatform2025

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.

TypeScriptNode.jsAWS LambdaAPI GatewayECS FargateDynamoDBAWS CDKAmazon CognitoS3 + CloudFrontSQSRedisPythonPyTorchPineconeGetStreamFirebase FCMSheerID + PersonaAmazon SES
RaketRank — Cross-Platform App for Competitive Pickleball, preview
Sports TechMobile App2025

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.

React NativeTypeScriptRedux ToolkitFirebaseFastAPISQLAlchemyAlembicPostgreSQLAWS EC2 · RDSS3 + CloudFrontAWS LambdaOpenAIStripeTwilioPostmark
The Data & AI Backbone Behind PromoShare's Fan-Ambassador Engine, preview
AI SystemsAI Platform2025

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.

PythonApifypandasNumPySnowflakeAWS EC2AWS S3Data LakeAWS BedrockOpenAIPandasAIGitHub Actions CI/CDETL PipelineReact NativeInstagram + TikTok
Scaling a Creator Marketplace: 100M-Row Attribution + AI Pipelines, preview
E-CommerceAI Platform2024

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.

Node.jsPostgreSQLpgvectorAWS AuroraRedis StreamsBullMQPrismaStripe ConnectOpenAI WhisperGPT-4oGeminiShopify APIGrafana

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