# Techshareskk (@techshareskk) on youtube

- id: koinon:creator:youtube_techshareskk
- url: https://koinonlink.com/kol/youtube/techshareskk
- schema_version: 1.4

## Identity
- platform: youtube
- handle: techshareskk
- platform_url: https://www.youtube.com/@techshareskk
- country: India
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3480
- posts_observed: 1
- verified: false
- size_tier: nano

## 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: devtools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: React fundamentals and hooks, React Router v6 routing and data APIs, JavaScript basics (functions, IIFE, arrow functions), Web dev interview preparation, Angular 19 projects and reactivity
- bio: "Gaining Knowledge is the first step of Wisdom. Sharing Knowledge is the first step of Humanity". I created this channel to transfer ...

## Audience (inferred)
- status: present
- description: Junior frontend developers and coding bootcamp students focused on React, learning web dev fundamentals and prepping for technical interviews
- roles: dev
- seniority: learner
- pain_points: Struggling to grasp React core concepts like Virtual DOM, hooks, and component lifecycle in short time, Needing quick interview-ready explanations for common JS and React questions, Difficulty implementing React Router v6 features such as loaders, protected routes, and nested routing, Keeping up with newer Angular 19 reactivity and project patterns while building real apps
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 38
- authenticity_basis: profile_shape_only
- credibility_score: 38
- 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.

## Evidence
- [youtube_techshareskk#62acd717] 👉 Controlled Components in React | Simplified Explanation in less than 3 minutes #techshareskk (https://www.youtube.com/@techshareskk)
- [youtube_techshareskk#574e235d] Understanding the Lifecycle of a Functional Component in React ⚛️ #react #shorts #techshareskk
- [youtube_techshareskk#b81b5cea] 🔍 React Virtual DOM Explained | DOM Manipulation for Frontend Developers #react #interviewprep
- [youtube_techshareskk#810f6823] 🔥 Traditional DOM Manipulation in JavaScript 🔥 | Comparing with Virtual DOM.  #techshareskk #react
- [youtube_techshareskk#cff2b621] 🎯JSX in React Explained within 3 minutes | React Tutorials  #coding #react #techshareskk
- [youtube_techshareskk#0c4b5e36] Virtual DOM in React Explained in 2 Minutes 🚀 | ReactJS Tutorial #react #javascript #interviewprep
- [youtube_techshareskk#b436e564] What is React? | Master React Basics for Web Dev Interviews #techshareskk #react #interviewprep
- [youtube_techshareskk#5b4726ca] From Code to Career: Real Web Dev Interview Prep! #react #coding #javascript #concepts #programming

## 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=62, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=62, 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=62, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=92, 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=62, 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=92, 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=92, method=platform_profile

## Freshness
- profile_checked_days_ago: 92
- content_analysed_days_ago: 62
- audience_updated_days_ago: 62

## 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=youtube_techshareskk
- Request removal: https://koinonlink.com/claim?k=youtube_techshareskk
- Terms: https://koinonlink.com/for-ai