Full use cases — the business problem, what we delivered, challenges solved, and client outcomes. Each story connects to the portfolio overview and client review.
How each project worked in practice — problem, solution, results, and verified client feedback.
SP API
4 months
Replaced polling with an event-driven SP-API architecture using Notifications, SQS, and RDT for near real-time merchant-fulfilled order sync.
Challenges: Event-driven notifications, SQS workflows, RDT for PII, order lifecycle states
SP API
5 months
Built a rate-limit-aware Amazon SP-API monitoring platform that detects Buy Box losses for revenue-critical SKUs in minutes.
Challenges: 50K+ SKU scale, SP-API rate limits, tier-based monitoring, real-time alerts
SP API
6 months
Built a scalable SP-API repricing platform for 500,000+ products with approved competitor tracking, tiered monitoring, and margin-aware pricing rules.
Challenges: 500K+ catalog scale, approved competitor tracking, margin protection, API optimization
SP API
3 months
Built an enterprise-grade SP-API security architecture with RDT workflows, encryption, RBAC, and audit logging to earn Restricted Resource approval.
Challenges: Restricted Data Token workflows, encryption, RBAC, Amazon compliance review
SP API
4 months
Built a compliant SP-API order sync platform with Restricted Data Tokens, secure PII handling, and automated fulfillment workflows.
Challenges: Secure PII handling, RDT token lifecycle, automated fulfillment, shipment confirmation
Ads API
6 months
Built a unified Amazon Ads automation platform for an agency managing 50+ seller accounts—with rules-based optimization, budget controls, reporting, and Slack alerts.
Challenges: Multi-account dashboard, rules-based PPC automation, budget controls, Slack alerting
SP API
3 months
Connected Amazon selling APIs to a custom backend so operations teams could manage listings and orders from one system.
Challenges: OAuth token lifecycle, API rate limits, backend stack alignment
Shopify
5 months
Built cross-platform inventory and order sync so the client could scale listings without stock conflicts or fulfillment delays.
Challenges: Real-time inventory sync, overselling prevention, multi-channel order routing
SP API
4 months
Delivered a centralized operations layer so the client could manage multiple storefronts and suppliers from one workflow.
Challenges: Multi-storefront coordination, supplier data aggregation, repeatable rollout patterns
SP API
2 months
Automated repricing logic connected to Amazon data so the team could react to market changes faster with fewer manual updates.
Challenges: Listing rules edge cases, live pricing data integration, QA at scale
Ads API
3 months
Implemented Advertising API connectivity so marketing teams could centralize campaign data and build smarter bid workflows.
Challenges: Ads API authentication, reporting hooks, evolving PPC scope
AI & Data
2 months
Synced Amazon seller metrics into Google Sheets on a schedule so stakeholders could review performance without manual exports.
Challenges: Scheduled data refreshes, error handling, evolving report requirements
AI & Data
4 months
Combined advertising, sales, and search data into one pipeline to fuel analytics and AI-driven decision tools.
Challenges: Unified data ingestion, job monitoring, AI-ready architecture
AI & Data
Ongoing
Automated recurring Amazon report extraction so teams could focus on insights instead of downloading CSVs every week.
Challenges: Report scheduling at scale, template-driven layouts, finance team adoption
AI & Data
3 months
Built a seller-facing estimator that predicts likely Amazon sales from an ASIN and selected marketplace using an internal scoring algorithm.
Challenges: ASIN-based lookup, marketplace-specific modeling, sales estimation algorithm, fast results UX
Enterprise
2+ years
Integrated marketplace and back-office systems over a multi-year engagement, removing silos and enabling scalable catalog operations.
Challenges: Data silos across systems, evolving requirements, multi-year delivery cadence
Enterprise
3 months
Built scalable serverless components on AWS so the client could process ecommerce workloads reliably at peak demand.
Challenges: Serverless scaling under load, .NET team handoff, flexible scope changes
Shopify
6 months
Connected ERP, WMS, and supplier data to marketplace listings so operations teams could scale without duplicate data entry.
Challenges: ERP/WMS connectivity, real-time inventory sync, multi-brand rollout
Custom
8 months
Partnered on a SaaS product build—shipping features, improving architecture, and strengthening the platform for growth.
Challenges: Full-stack SaaS delivery, proactive architecture, embedded team collaboration
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Custom
5 months
Delivered tailored software for AEC Prefab with a focus on reliability, communication, and outcomes that supported their growth.
Challenges: Business-aligned delivery, dedicated project ownership, operational impact
AI & Data
4 months
Helped clients track competitor pricing across catalogs so merchandising teams could adjust strategy with timely, accurate data.
Challenges: Large-scale price capture, scheduled monitoring, merchandising analytics
SP API
3 months
Used intelligent automation to speed up product catalog creation and listing quality for large SKU counts on Amazon and beyond.
Challenges: High-SKU catalog enrichment, listing quality at scale, ops integration
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