# Harry 哈利（科技浪） (@haoping55) on tiktok

- id: koinon:creator:tiktok_haoping55
- url: https://koinonlink.com/kol/tiktok/haoping55
- schema_version: 1.2

## Identity
- platform: tiktok
- handle: haoping55
- platform_url: https://www.tiktok.com/@haoping55
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 138227
- following: 445
- posts_total: 374
- posts_observed: 17
- verified: false
- size_tier: kol

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: software
- subcategory: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: AI 晶片与半导体硬体, AI 模型评测与趋势, 科技展会 COMPUTEX/SEMICON, 企业 AI 应用与 Agent, AI 辅助英文学习, SpaceX 与太空资料中心

## Audience (inferred)
- status: present
- description: AI tech professionals and advanced enthusiasts in Taiwan, focused on semiconductors, AI models, enterprise applications, and hardware trends
- roles: general_ai
- seniority: practitioner
- pain_points: AI tools evolve too quickly, worrying about learning outdated skills, Difficulty grasping underlying hardware principles like AI chips, memory, and power efficiency, Enterprises want to adopt AI but struggle to measure real ROI, Want to practice English with AI but lack a structured learning path
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 66
- authenticity_basis: profile_shape_only
- credibility_score: 66
- flagged_for_review: false
- koinon_bd_grade: A — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [tiktok_haoping55#402accf5] SEMICON Taiwan 今年的 Dream Fab 真的不得了！🔥 跟著哈利一起穿上無塵衣、走進風淋室，近距離開箱一顆晶片從製造、檢測到搬運的精密旅程！ 逛過這麼多科技展，真的很少看到直接把這麼多工業級半導體設備搬到現場展示。從無塵室、晶圓研磨與清洗、EUV 微影，到晶片測試、晶粒挑選及全自動搬運，幾乎把原本藏在晶圓廠裡的半導體製程濃縮在你眼前！ 走完一圈才真正明白，一顆小小的晶片背後，結合了多少精密工程與關鍵技術。每一個環節都不可或缺，才能成就推動世界前進的科技引擎。 9/2–9/4，歡迎親自來到 SEMICON Taiwan 2026 Dre (https://www.tiktok.com/@haoping55)
- [tiktok_haoping55#6443653e] original sound - haoping55
- [tiktok_haoping55#c66f4c4b] It is a becoming a big trend on TikTok now! Click here: semicontaiwan
- [tiktok_haoping55#1936a2bd] Check out Harry 哈利（科技浪）’s video! #TikTok >
- [tiktok_haoping55#936e368d] 在咖啡廳撞見有人正在用自己做的產品，是很奇妙的體驗😆 歡迎點我的主頁連結玩玩「氛圍學院」！ （拍攝已徵得本人同意）
- [tiktok_haoping55#739f2404] New Home
- [tiktok_haoping55#4d1b1162] 這有機會成為今年最屌線上課嗎？ 真心推薦大家玩玩看！ （留言不會傳連結喔！連結在我主頁）
- [tiktok_haoping55#7f18f297] 「說好英文，就是好工作的敲門磚！」我覺得説得一點都沒錯。 大學時在麥肯錫的實習算是打通我思考模式的重要契機，是多虧了我的英文能力讓我通過面試才得到的機會。 那不是背單字就能應付，而是要不斷練習用英文思考、表達，把想法講得有邏輯、有結構，才做

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=42, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.25, freshness_days=0, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=42, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=42, method=platform_profile

## Freshness
- profile_checked_days_ago: 42
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=tiktok_haoping55
- Request removal: https://koinonlink.com/claim?k=tiktok_haoping55
- Terms: https://koinonlink.com/for-ai