프로필 블로그 갤러리

KO

Thunderbit 공동 창업자 겸 CEO

Shuai
Guan.

지금은 창업자. 그전에는 프로덕트 매니저. 그리고 여가 시간에는 사진가.

저는 어수선한 오픈 웹을 AI 에이전트가 믿고 쓸 수 있는 깨끗하고 구조화된 데이터로 바꿉니다. 200,000+ 명의 사용자가 매달 수천만 페이지를 추출하고 있으며, 이제 API, MCP server, CLI를 통해 개발자에게도 열려 있습니다.

200K+

영업, 이커머스, 리서치, 운영 전반의 사용자

월 수천만

매달 추출되는 페이지 수

3가지 방식

개발자를 위한: API · MCP server · CLI

▲이번 주의 제품 #1 · Product Hunt

다음 팀들이 신뢰하는

HarvardMITAdidasBCGGrammarlyAccenturePuma

창업자 2024년부터

공동 창업자 겸 CEO · AI 웹 데이터 플랫폼

Thunderbit은 어수선하고 끊임없이 바뀌는 웹사이트를 AI 에이전트와 파이프라인이 믿고 쓸 수 있는 깨끗하고 구조화된 데이터로 바꿉니다. 노코드 AI 웹 스크래퍼로 시작해, 이제는 Web Data API, MCP server, CLI를 통해 개발자에게도 열려 있습니다.

Distill — HTML → Markdown Extract — schema'd JSON/CSV Web Data API MCP server CLI

4.2★ Chrome Web Store185 ratings · 200K users #1 Product HuntProduct of the Week 4.1★ G26 reviews 4.7★ GetApp7 reviews 4.7★ Capterra7 reviews

프로덕트 매니저 이전 경력

Jet.com → Walmart↗

프로덕트 매니저

Marc Lore가 창업한 이커머스 스타트업으로, 장바구니 기반의 동적 가격 책정을 중심으로 구축됐다. 2016년 Walmart가 약 33억 달러에 인수해 온라인 사업을 키웠다.

Horizon Robotics↗

프로덕트 리드

스마트 차량용 저전력 프로세서를 개발하는 중국의 AI 반도체 기업으로, Journey 시리즈가 ADAS와 자율주행을 대규모로 구동한다.

Automation Anywhere↗

프로덕트 매니저

로보틱 프로세스 자동화(RPA) 분야의 선도 기업으로, AI 기반 소프트웨어 봇이 기업 전반의 반복적이고 규칙 기반인 업무를 자동화한다.

학력

University of Michigan Ann Arbor

산업·운영공학, B.S.E.

2014

편하게 인사 나눠요.

에이전트와 데이터 워크플로우를 만들고 계시든, 그저 웹 데이터에 대해 이야기를 나누고 싶으시든 — 제 받은편지함은 늘 열려 있습니다.

연락하기 ↗

생각을 소리 내어

블로그.

AI, 웹 데이터, 그리고 요즘 뜯어보고 있는 것들에 대한 작업 노트와 분석 — 다듬은 에세이는 아닙니다.

업무를 떠나서

갤러리.

스트리트, 여행, 필름을 담은 진행형 컬렉션. 개발하는 틈틈이 찍은 사진들.

Tuchong에서 전체 아카이브 보기 ↗

Sunlit granite cliff above a snowy meadow — Winter Valley Light

항공 08

A smoke-shrouded city skyline from above — Orange Sky Day

A lone swimmer on dark open water — Adrift In Darkness

A waterfront city skyline at dusk — City At Golden Hour

The Shanghai skyline and Oriental Pearl Tower in haze — Pearl In The Haze

Shanghai high-rises seen from above in fog — Towers In Fog

Lower Manhattan seen through observation-deck mesh — Grid Behind Glass

A high view over Chicago toward the lake — Chicago From Above

A smoking chimney amid a sprawling city from above — Smokestack City

풍경 15

A couple under a tree at sunset — Evening By The Lake

A child running across a tidal flat — Small Against The Storm

A lone swing in a flooded lake — Swing On Water

A vulture perched on bare branches — Lone Sentinel

Three giraffes on the savanna — Savanna Trio

A fly fisher standing in a lake — The Lone Angler

A red rose on the beach beside a pier — Rose At Low Tide

Sunlit red sandstone cliffs against a deep blue sky — Sunlit Sandstone

Silky water rushing between boulders in a green river — Silk Over Stone

The Colorado River curving around Horseshoe Bend at sunrise — Horseshoe Bend

The sandstone buttes of Monument Valley under blue sky — Desert Monuments

A sweeping view across the Grand Canyon — Canyon Expanse

Dawn light over the Grand Canyon with a bare tree — Canyon Dawn

A surfer crossing a sunlit beach into the glare — Into The Light

A woman on a boardwalk bench watching the sea at dawn — Boardwalk Morning

스트리트 21

A lone walker in a snowstorm — Snowbound Skyline

A woman facing the Flatiron building — Flatiron Afternoon

Diners seen through a cafe window — Bar And Burger

A man walking along a pier ledge — Walking The Edge

A man at a tourism information booth — Grand Central Information

A costumed mannequin in a shop window — Liberty Winter Sale

An old man with a cane — Elder At Square

A vintage payphone in a booth — Push For Coin

An alley reflected in a shop window — Window Reflections

Workers loading brush onto a cart — Roadside Labor

A vintage theater marquee — A Taste Of Paradise

Autumn sunlight through trees — Backlit Autumn

Two budgies in a backlit birdcage — Caged Pair

A woman in a sun hat reading in a city park — Park Reader

A street clock blurred in motion — Time In Motion

A newspaper box on a sunny city street corner — Corner Headlines

Patrons at a warmly lit wood-paneled bar — Warm Light Bar

A Superman figure and street reflections in a shop window — Superman Window

An older man sitting alone in a cafe window — Table For One

A street sweeper standing at an empty crosswalk — The Sweeper

A toddler in overalls and a straw hat on a city street — Little Explorer

여행 16

A robed boy with a walking stick — The Herder

A pair of zebras nuzzling — Two Of A Kind

A boardwalk toward a skyline at sunset — Pier At Golden Hour

A seagull flying over a harbor — Harbor Takeoff

A colorful market stall vendor — Wool Tassel Market

A packed stadium crowd — Stadium Roar

Tropical blossoms beside a road sign — Private Road

A row of carved idol figurines at a market stall — Market Idols

Birds over a distant city skyline across the water — Skyline And Gulls

Route 66 memorabilia crowding a souvenir shop window — Route 66 Relics

The Golden Gate Bridge at sunset — Golden Gate Glow

The Lower Manhattan skyline under streaked clouds — Wide Sky Skyline

A sealed latch on a red Forbidden City door — Sealed Gate

A memorial statue before a misty skyline — Monument In Mist

A red paper lantern outside a Japanese restaurant — Tempura Lantern

A warmly lit traditional Japanese entryway — Warm Threshold

건축 11

A spiral staircase seen from above — Golden Spiral

A foggy skyline through a wet window — Skyline In Mist

A figure under a curved timber atrium — Under The Canopy

The Washington Monument beyond a curving stone wall — Obelisk Beyond

A church steeple before the Empire State Building — Steeple And Tower

A bronze statue beneath a skyscraper at Rockefeller Center — Atlas Below

A steel memorial corridor framing the Manhattan skyline — Empty Sky

The Cloud Gate sculpture reflecting the Chicago skyline — Cloud Gate

A soft-focus city skyline in black and white — Soft Skyline

A white colonial house on an autumn lawn — Autumn Estate

A figure silhouetted in a glass office lobby — Glass Lobby

인물 14

A woman in a floral dress in soft light — Light Through The Gate

A smiling woman on a street — Laughing In Lane

A tabby cat by a sunlit doorway — Shop Cat

A couple silhouetted before a projection — Two In Shadow

A smiling woman in a plaza — Golden Hour Smile

A woman smiling between red banners in a hutong — Between The Banners

Shadow Profile

An orange and white cat sitting on a sidewalk — Sidewalk Cat

A smiling woman glancing back on a night-market street — Night Market Smile

A smiling woman on a train platform — Platform Smile

A young man on a stone bench among autumn trees — Autumn Reverie

A woman in a fur-collared coat in warm winter light — Fur Collar

A woman seated under a pine tree in a park — Under The Pine

A woman with a red umbrella resting against a red wall — Red Wall

야경 11

Fireworks over a castle and crowd — Castle Finale

A blurred night crosswalk and skyline — City Lights Bokeh

Neon billboards and light trails in Times Square at night — Times Square Rush

Light trails streaking across a bridge at night — Bridge Trails

Streaking light lines inside a tunnel in motion — Tunnel Speed

A hand holding a phone up to Times Square at night — Screen In Screen

A lit walk signal against a night skyline — Walk Signal

Star trails wheeling over beach loungers at night — Star Trails

City lights blurred behind a rain-streaked window — Rain On Glass

A glowing fountain abstracted behind water-flecked glass — Blue Bloom

A dreamlike violet blur of a city street — Violet Drift

필름 03

A magnolia blossom resting on a bench — Spring On The Bench

Blossom shadows cast on a fence — Shadow Play

Cherry blossoms against a clear sky — Blossoms Against Blue