# My Tech Stack (@myTechStack) on youtube

- id: koinon:creator:youtube_mytechstack
- url: https://koinonlink.com/kol/youtube/myTechStack
- schema_version: 1.3

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

## Reach
- followers: 2110
- posts_observed: 238
- 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: app
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: Smartphone unboxings and comparisons, AI-generated car concepts, Gaming clips on mobile/PS5, Ambient lights and height-adjustable desks, Random gadget reviews
- bio: Technology Related Videos and solutions. Will try to solve common problems for tech and non tech people.

## Audience (inferred)
- status: present
- description: Casual tech gadget consumers, mostly young people interested in smartphones, gaming, cars and affordable home tech accessories
- roles: consumer
- seniority: consumer
- pain_points: Choosing between latest phone models and knowing real differences, Finding cheap alternatives to expensive branded gadgets, Getting ideas for desk/gaming room setups on a budget, Seeing realistic vs AI-generated car designs before buying
- posts_analysed: 48
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 35
- authenticity_basis: profile_shape_only
- credibility_score: 35
- 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_mytechstack#0059f2d0] Baleno Upgraded centre console Clarion #clarion #baleno (https://www.youtube.com/@myTechStack)
- [youtube_mytechstack#1bb73142] Look at this beauty Aston Martin DB9 #astonmartin #db9
- [youtube_mytechstack#f0f52118] Home tool kit affordable price
- [youtube_mytechstack#f5690bc5] Checkout this hexagonal lights #apexlights #apex
- [youtube_mytechstack#3563a174] EU will soon make iphone have replaceable battery’s #iphone #apple  #iphonebattery
- [youtube_mytechstack#51163e56] Panasonic 2026 AC 5 star rating wifi #panasonic #2026 #5star
- [youtube_mytechstack#cded60c3] Do you think iPhone 18 will have curved edges? #comments #commentthisvideo #iphone18
- [youtube_mytechstack#652354fc] Is this how new Virtus GT should look

## 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=27, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=27, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=27, 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=1, 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=1, 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=1, method=platform_profile

## Freshness
- profile_checked_days_ago: 1
- content_analysed_days_ago: 0
- audience_updated_days_ago: 27

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