# 嶋 航｜東南アジア起業🇵🇭🇹🇭 (@KoShima77680379) on x

- id: koinon:creator:x_koshima77680379
- url: https://koinonlink.com/kol/x/KoShima77680379
- schema_version: 1.4

## Identity
- platform: x
- handle: KoShima77680379
- platform_url: https://twitter.com/KoShima77680379
- website: https://www.youtube.com/@RCX_THAILAND
- country: Thailand
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 7642
- following: 1817
- posts_total: 12397
- posts_observed: 1
- posts_per_day: 5.62
- account_age_days: 2206
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00131
- best_post_interactions: 10
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: 0.9
- category_source: derived_from_recent_content
- topics: AI tools for interview automation, Productivity improvement in talent acquisition, Google Meet integration with AI, HR operations in Southeast Asia, Cross-border HR management
- bio: 東南アジアの経営・生活を発信｜AI×マーケで生産性10倍を目指す｜フィリピン・タイで人材紹介経営（🇵🇭会社買収🇹🇭事業売却経て起業5年目）←🇹🇭マーケ会社2年←🇵🇭🇻🇳🇹🇭人材紹介7年←🇯🇵🇻🇳会計事務所8年｜中小企業診断士｜名古屋出身｜タイ在住｜タイ人妻+娘+猫6匹｜気軽にDM下さい

## Audience (inferred)
- status: present
- description: Southeast Asia business operators and HR managers in Philippines, Thailand, and Vietnam, focusing on AI-driven productivity and talent acquisition operations
- roles: ecom_ops
- seniority: practitioner
- pain_points: Inconsistent interview data collection due to human error by career advisors, Time-consuming manual data entry after interviews, Difficulty in scaling interview processes across multiple locations, Lack of real-time, structured follow-up from meetings
- posts_analysed: 7
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 1
- promotion_intent: 1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 75
- authenticity_basis: engagement_observed
- credibility_score: 75
- 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
- [x_koshima77680379#e3b122dc] Claude Fableはやはりすごい！ (https://twitter.com/KoShima77680379/status/2072917589333045643)
- [x_koshima77680379#6921210d] 今回、Google Meetでの会議内容を自動で整理し、必要な項目に埋めてくれる社内ツールを、ものの5分ほどで作成できました。まさにAI秘書です。
- [x_koshima77680379#1abf637c] 弊社は人材紹介会社なので、求職者と面談する際には、希望する仕事や給与、勤務地、転職理由、入社可能時期など、多くの項目を正確に確認する必要があります。
- [x_koshima77680379#eb486fd4] ただ、キャリアアドバイザーによって質問項目に漏れたり、面談後に項目をシステムへ転記する作業にかなりの時間がかかったりする課題がありました。
- [x_koshima77680379#940962ed] 今回作成したツールでは、Google Meetの画面右側にヒアリング項目のパネルを表示させます。面談中の会話は自動で文字起こしされ、話した内容が該当する項目に自動で反映されていきます。
- [x_koshima77680379#d8b212d8] これにより、聞き漏れを防げるだけでなく、面談後の転記作業も不要になります。
- [x_koshima77680379#c6bba9e9] 求職者との面談だけでなく、商談や打ち合わせなど多

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

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=79, 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=79, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=111, 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=0.5, freshness_days=79, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 79
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 13
- 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=x_koshima77680379
- Request removal: https://koinonlink.com/claim?k=x_koshima77680379
- Terms: https://koinonlink.com/for-ai