Papers, blogs, and the questions I'm chasing
Doom: an AI Film Studio for Character-Consistent Storyboard Generation
how i designed a 3-tier DNA embedding system (face + body + style) and a "style covenant" that takes character consistency from 9-14% to 95%+ in AI storyboard generation. 8 filmmaker interviews, one clear signal: consistency is the bottleneck.
explainableai: making ML models explain themselves in plain english
how i built a python package used by 5,000+ developers that turns black-box ML models into transparent, auditable systems. SHAP + LIME + LLM explanations in one wrapper.
signals: web3 intelligence with on-chain reasoning you can verify
how i built an autonomous trading system that commits its reasoning to the blockchain before executing. multi-agent analysis + deterministic kill-switch + on-chain accountability.
safemaps: what if google maps told you which route won't get you killed
using street view images + LLM vision to score route safety for pedestrians, solo travelers, and women walking home at night. live at safemaps.fun.
SafeMaps: Safety Addon to Regular Maps — Hope Google Maps Steals This Algorithm
SafeMaps is a smart add-on to regular maps that shows you not just how to get somewhere, but how to get there safely. It analyzes street view images along routes and uses various data sources to understand road conditions, pedestrian activity, infrastructure, and more. The system assigns safety scores to routes, allowing users to choose the safest path for their journey.
Transform 'I Don't Know' into 'I Can't Wait to Start' with Ideagen
Ideagen revolutionizes the ideation process by generating exceptional project concepts tailored to your needs. It crafts three unique, detailed project ideas perfectly suited to your requirements, whether you're a beginner or a proficient developer. The system includes features like idea retention, interactive Q&A, and easy sharing options to streamline the project conception process.
