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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First Pass — First Pass

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

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.

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.

Kleidoscope — Kleidoscope

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

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.