To rapidly transform complex challenges into unexpected, boundary-pushing digital realities.
We don't just advise — we ship. From raw data to production-grade AI systems, fast.
LLM-powered products built for real users — Chrome extensions, research platforms, intelligent agents — using Claude, local models, and custom orchestration.
From concept to clickable reality in days, not months. A/B-ready landing pages, SaaS mockups, and client-facing demos that prove the idea before you build the product.
Scalable backend design, API integration, and infrastructure decisions that support growth — FastAPI, cloud deployment, payment rails, and beyond.
Rigorous local vs. cloud model evaluation — latency, quality, cost — so you choose the right AI for the job with data, not guesswork.
Stripe integration, tiered product design, and conversion-focused UX — turning your technical edge into a sustainable revenue model.
A selection of projects that went from idea to reality at MVP speed.
Context-aware AI definitions on hover for any webpage. Chrome extension with Claude-powered lookups, configurable limits, and Stripe-gated Pro tier.
AI-powered dossier generation for political campaigns. FastAPI + Anthropic backend with Stripe payments and flat-rate web research — deployed to production.
Side-by-side latency and quality comparison of Llama 3.1 (local, via Ollama) against Claude Sonnet — live CLI dashboard with real-time scoring.
Mobile-first conversion prototype with A/B messaging variants — Evidence-first vs. FOMO — ready to test with real traffic from day one.
A complete human language built entirely from universal semantic primitives — 90 CV syllables, one per concept, grounded in 50 years of cross-linguistic research. Includes grammar, dictionary, and computational evaluation tools.
Professional photo and document digitization service targeting the 75 million US households sitting on irreplaceable physical archives. Mid-market pricing, archival resolution, and a direct pipeline into MemoryLane.
Locally-installed Mac + Windows app that transforms a folder of family photos into an interactive, narrated family history — on-device AI for facial recognition, date estimation, and guided storytelling. No cloud upload required.
Speed without shortcuts. Every engagement follows a disciplined process built for delivery.
We interrogate the real problem — not the stated one. Stakeholder context, data landscape, competitive reality.
Architecture decisions made upfront. Tech stack, model selection, monetization model — aligned before a line of code is written.
Tight sprints, working software. No vaporware — we ship functional prototypes that can go straight to users.
Data validates direction. We instrument from day one so every iteration is informed, not guessed.
Tell us your hardest problem. We'll tell you how fast we can solve it.
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