# Tech Fire (@techfireco) on youtube

- id: koinon:creator:youtube_techfireco
- url: https://koinonlink.com/kol/youtube/techfireco
- schema_version: 1.3

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

## Reach
- followers: 290000
- posts_observed: 11
- 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: 0.85
- category_source: derived_from_recent_content
- topics: Free AI subscriptions and tools, Privacy and security tips, Gadget deals and unboxings, Indian telecom/service hacks, Photo/video editing tricks, Life and travel hacks
- bio: Hey Guys Its Kashif, Founder of Tech Fire. I spend most of my free time creating content for my YouTube channel and techfire.in ...

## Audience (inferred)
- status: present
- description: Indian consumers seeking free AI tools, gadget deals, privacy tips and daily tech hacks
- roles: consumer
- seniority: consumer
- pain_points: Accessing premium AI tools without paying, Privacy risks with apps and services, Finding cheap smartphone deals and service hacks in India, Quick fixes for editing, travel and daily tasks
- posts_analysed: 48
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- 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: B — 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_techfireco#ebe1be88] Found a whole community just for AI coding agents on AWS Builder Center #AWSBrandPartner (https://www.youtube.com/@techfireco)
- [youtube_techfireco#53e9289e] How I pick which experts to follow on AWS Builder Center 🎯 #AWSBrandPartner
- [youtube_techfireco#fe0b091d] Built my first database on AWS as a complete beginner 🙌 #AWSBrandPartner
- [youtube_techfireco#162e113d] Found a whole community just for student builders on AWS Builder Center 👀 #AWSBrandPartner
- [youtube_techfireco#1bdae3a2] Stop 🛑 if your car or bike is from before 2023
- [youtube_techfireco#c4f7315f] OpenMythos
- [youtube_techfireco#728888c5] This AI Replace Indian Lawyer 😱
- [youtube_techfireco#070298b1] Airtel secret 🔥

## 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=31, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=31, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=31, 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=3, 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=3, 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=3, method=platform_profile

## Freshness
- profile_checked_days_ago: 3
- content_analysed_days_ago: 0
- audience_updated_days_ago: 31

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