Lutfiya Miller (Drfiya)

Board-certified toxicologist (PhD, DABT) and AI builder. Co-founder of ScienceExperts.ai. Miller & Müller: 5 hackathon prizes in 2026

United States
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Quiet Porch — Quiet Porch

A Ring-powered porch that mostly does nothing, and can prove it

First Pass — First Pass

Type a drug target. Get the cited safety report a toxicologist would otherwise assemble by hand.

CASTING — CASTING

Show your customers someone who looks like them. One product photo, eight measured skin tones, one coverage score: CASTING tells a brand who its catalogue never shows. Built on four YouCam APIs.

Paracelsus — Paracelsus

Data tools rank problems by how broken something is. Paracelsus ranks them by how much harm can actually reach someone, then writes the verdict back into DataHub. The dose makes the poison.

Your Kind of Place — Your Kind of Place

For a boutique hotel's concierge: the house list of restaurants and bars, edited for each guest in track changes, with Qloo's reason in the margin.

Undertow Pace — Undertow Pace

Undertow Pace holds Twitch chat pace steady by moving Twitch's own slow-mode dial in small steps, saying why in one sentence, and handing the channel back.

StaleCatch — StaleCatch

Your assistant recalls the deadline it already sent.

Proof of Reach — Proof of Reach

Sent is not proof. An agent pursues a mandatory notice across RCS, WhatsApp and email until each person has provably acknowledged it, and names who still does not know.

Handful Is Not a Unit — Handful Is Not a Unit

An iPhone on the kitchen counter listens while mom talks through a family recipe, then turns her handfuls and pinches into a recipe card with labeled estimates her daughter can cook from.

Residual Live — Residual Live

Streaming royalties settle 60-90 days late. Residual Live prices every obligation the moment it is incurred: Confluent Cloud in, Google ADK agents on the clause, SHA-256 sealed, one-click payout.

Ringback — Ringback

The automated call that can listen. Clinics already robocall patients — those calls talk, but can't hear an answer. Ringback makes that call two-way, in her language, on any phone.

typo.watch — typo.watch

Type your brand. See who already owns your typos. Take the dangerous ones back in one motion.

The Stand — The Stand

Practice your hardest conversations against a live, interruptible AI counterpart. Every score line cites a published source. Built on ADK 2.8's live evaluation stack.

Spooky — Spooky

The quantum playground Einstein warned you about.

Ninelives — Ninelives

An AI research agent whose entire mind lives in CockroachDB. Kill it mid-word — a standby in another AWS region resumes the same sentence in seconds, having forgotten nothing.

Kleidoscope — Kleidoscope

Find out which Arm CPU path your AI inference actually took — and what it cost in joules per token.