📜 Autumn 2026 Activities & Solutions
Scrollable challenge entries (latest first). Click any card to inspect full stats, problem architecture, and live solutions.
ReceiptDesk AI: Privacy-First Invoice & Deduction Auditor
Full-stack invoice auditor for freelancers running Google Gemma 2 locally for on-device Schedule C tax extraction, and Tiger Data pgvector for duplicate charge detection and semantic expense memory.
Multi-File Task Deduplication & Poison-Loop Guard
Eliminated the 24-hour source lockout when adding/removing files rapidly. Built Celery/Redis redelivery deduplication, poison-loop recovery guards, and regression testing suite.
Financial Pipeline, CAGGs & pgvector Cosine Search
Constructed time-series financial analytics with automated continuous aggregates (CAGGs), hypertables, and pgvector semantic retrieval integrated with MCP agent workflows.
Copilot Adventure Game & Model Benchmark Suite
Built interactive CLI dungeon adventure games, lightweight bill splitters, and a rigorous benchmarking suite evaluating Grok 4.7 High against Claude Opus 5.5 for agentic programming.
CraftTweaker Docs, Clumps & Packwiz Contributions
Contributed documentation maintenance, Astro site component bugfixes, broken link resolutions, and mod packaging improvements across major open-source Minecraft mod repositories.
Halloween Game Jam Showcase & Asset Pipelines
Collaborated on the annual Halloween SpookyJam modding jam, authoring festive content workflows, entity particle shaders, and community hub integration.