Platform Lead
Financial Analytics Platform
Asymco One
Built Asymco One, a subscription platform for Apple market intelligence combining research, curated news, summaries, podcasts, events, and community. Developed a financial time-series analytics and forecasting system, integrating ingestion, computation, payments, and publishing into a unified platform. Delivered a production system supporting subscription revenue and repeatable analytical workflows. Accelerated development using AI-assisted, spec-driven methods.
Problem
Fragmented sources (research, news, podcasts, community) make it hard to generate coherent, timely insight on Apple's performance. Building a single system that ingests data, produces analysis, and delivers multi-format content requires tight coordination across data, content, and monetization layers.
Stakes
Insight quality and delivery speed directly impact subscriber retention and revenue. Without a unified platform, workflows fragment, output slows, and consistency degrades—undermining trust and repeat engagement.
Discovery
Unifying data pipelines and content workflows into a single system enables continuous output across formats. AI-assisted, spec-driven development accelerated iteration while keeping architecture coherent as the platform expanded.
Outcome
Delivered a production platform that integrates research, curation, publishing, and subscriptions. Enabled high-frequency, multi-format output and repeatable workflows, supporting a sustainable subscription business.
