# Ishan Sharma (@IshanSharma7390) on youtube

- id: koinon:creator:youtube_ishansharma7390
- url: https://koinonlink.com/kol/youtube/IshanSharma7390
- schema_version: 1.4

## Identity
- platform: youtube
- handle: IshanSharma7390
- platform_url: https://www.youtube.com/@IshanSharma7390
- country: India
- entity_type: creator
- person_id: koinon:person:youtube_ishansharma7390

## Reach
- followers: 2180000
- posts_observed: 78
- 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 tools (ChatGPT, Claude, Gemini), Career advice for 20s and college students, Personal development and mindset, Building personal brand and content creation, Cloud skills and future of work
- bio: I'm a YouTube creator with 1.7M+ subs making videos on upskilling, business and AI. The goal is to help people make a living ...

## Audience (inferred)
- status: present
- description: Young Indians in their 20s, mainly students, recent graduates and early-career professionals seeking AI skills and career growth
- roles: none
- seniority: learner
- pain_points: Struggling to land first job or answer interview questions effectively, Not knowing how to use new AI tools like Claude and ChatGPT for real work or income, Feeling lost about future jobs, moving abroad, or what skills matter in 2025-2026, Comparing their life to social media and lacking confidence or clear direction
- posts_analysed: 48
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.5
- promotion_intent: 0.4
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- flagged_for_review: false
- koinon_bd_grade: C — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## 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=68, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=68, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=68, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=8, 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=8, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=46, 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=8, 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=46, 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=46, method=platform_profile

## Freshness
- profile_checked_days_ago: 46
- content_analysed_days_ago: 8
- audience_updated_days_ago: 68

## AI retrieval
- indexing_requests: 11
- 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=youtube_ishansharma7390
- Request removal: https://koinonlink.com/claim?k=youtube_ishansharma7390
- Terms: https://koinonlink.com/for-ai