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Elizabeth Stein.
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Case study

The AI Frontier

TimeSlipSearch

๐Ÿ† Winner of Algolia Agent Studio Challenge ($750 prize) - "Conversational time machine" exploring 1958-2020 pop culture with 420,000+ records (Billboard, TMDB, FRED, Wikimedia). Featured by DEV Community for making "deep data archives feel accessible and fun."

Exploring the boundaries of artificial intelligence

Role
Creator
Year
2026
Status
Live
Stack
Next.js 16, Algolia Agent Studio, Chart.js, Framer Motion, AI
View live site โ†’Read the writeup โ†—

Interactive Demo ยท Algolia Winner

Live Multi-Index Time Machine

TimeSlipSearch โ€” Interactive Cultural Snapshot Engine
โ˜… $750 Algolia Grand Prize
Scrub Cultural Timeline:1985 ยท July 13, 1985
Billboard #1

Everytime You Go Away

Paul Young

Box Office Sensation

Back to the Future

Economic Baseline

Gas: $1.12 / gal

Wikimedia Event

Live Aid Transmits Global Concert to 1.9 Billion People

Algolia Agent Studio Narrative Output:

โ€œDeLorean time circuits, synthesizer hooks, and planetary broadcast satellites unite the 80s in an unforgettable neon pulse.โ€

Story ยท how this shipped

The brief

Indexing and searching 420,000+ cultural records spanning 60+ years while making it feel like time travel, not a search engine.

The build

Built a conversational AI agent with Algolia Agent Studio that "speaks human" about pop culture history. Natural language queries like "what was trending when I was born?" return contextualized results with voice search, achievement system, and personal "Time Capsule Wrapped" analytics.

What shipped

Won $750 USD + DEV++ Membership in Algolia Agent Studio Challenge (March 2026). Featured by DEV Community for making "deep data archives feel accessible and fun." 420,000+ records indexed. Retro CRT interface creates immersive time-travel experience.

Signals

Scale & impact

$750 + DEV++
Contest Prize
420K+
Records Indexed
1958-2020
Coverage

Engine room

At a glance

420,000
Files

Inventory

Stack & signals

Next.js 16Algolia Agent StudioChart.jsFramer MotionAI

Let's talk

Tell me what you're building

If you need someone who can own UI, systems, and AI integration without losing the plot, I'm listening. Contract, advisory, or full-time: we'll find the right shape.

Start a conversation โ†’See more projects

Related work

Signal = how many tags a project shares with this one.

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Keep exploring

โ† Previous projectRoboCollective.aiDesigned and built an AI/robotics showcase platform with interactive demos and visualizations that make complex technical concepts accessible. Created Strapi CMS integration for easy content management.Next project โ†’ChronicleLocal-first AI agent observability platform built in Rust. Timeline view, DAG visualization, cost tracking, OpenAI proxy with semantic caching, and MCP integration. Privacy-focused alternative to LangSmith.

Vetting Liz? Ask an AI

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ยฉ 2026 Elizabeth SteinยทWorkAboutContactPrivacy
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Set in Fraunces, Space Grotesk & JetBrains Mono.Built with Next.js & React. Shipping production code across three organisations.