Proof of work
The thinking, trade-offs, and results behind the work.
When row counts and foreign keys looked fine but the executive dashboard lied—closing the gap between what the database stored and what the business meant.
Fighting Online Antisemitism · May 2026
Working directly with management: ETL (Azure Postgres → Neon), schema and model work, SQL read models, BI semantics, and Next.js where it sits in the product stack.
Read case studyFull-stack SaaS that turns Reddit threads, competitor pages, and market signals into scored, actionable opportunities.
Market Intelligence SaaS · May 2026
Reddit monitoring, competitor tracking, pricing-change signals, opportunity scoring, AI reply drafts, notes, statuses, and usage-aware plan limits.
Read case studyA high-performance full-stack web application for football club operations, combining tactical squad management with a deeply customizable, data-heavy scouting engine.
Raith Rovers Football Club · June 2025
Data-heavy scouting workflows, weighted ranking, and faster search across large player datasets.
Read case studyAI-powered social mobile MVP with image tagging and vector-based discovery
Social content platform · October 2024
Mobile MVP backed by a custom Node.js/Express API, MongoDB, and a Vertex AI pipeline for tagging, embeddings, and related-image discovery.
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