# Yohita : Smart AI Automations (@yohita005) on youtube

- id: koinon:creator:youtube_yohita005
- url: https://koinonlink.com/kol/youtube/yohita005
- schema_version: 1.3

## Identity
- platform: youtube
- handle: yohita005
- platform_url: https://www.youtube.com/@yohita005
- country: India
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 6060
- posts_observed: 478
- 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: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: AI Voice Agents自托管与开源平台, Claude Cursor工具集成与定价更新, 印度AI语音调用法规与低成本方案, AI业务想法与分发策略, 本地LLM与SIP服务器搭建
- bio: Welcome to Yohita — AI Automations, Agents & Real-World AI Systems. This channel explores how to build and deploy AI agents, ...

## Audience (inferred)
- status: present
- description: AI developers, founders, and tech entrepreneurs in India, primarily hands-on builders and deployers of AI voice agents and automation systems
- roles: automation
- seniority: practitioner
- pain_points: Struggles with TRAI regulations and SIP server setup when self-hosting AI voice agents in India, High API costs from tools like Claude and Cursor, plus lack of offline governance options, Accuracy and connectivity issues when integrating AI agents with WhatsApp, phone systems, and databases, Difficulty finding open-source white-label platforms and cost-effective, India-localized deployment solutions
- posts_analysed: 48
- confidence: 0.75

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

## Quality signals
- authenticity_score: 41
- authenticity_basis: profile_shape_only
- credibility_score: 41
- 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_yohita005#be606147] Self-Hosted AI Voice Agents, Part 2: Telephony (VoiceLink) (https://www.youtube.com/@yohita005)
- [youtube_yohita005#3dc0cff3] Supreme Court Cancels Judgment Because of AI-hallucinated Fake Cases 🤯
- [youtube_yohita005#5bff6bfe] AI Voice Agents on an ESP32 Bluetooth Headset 🎙️
- [youtube_yohita005#1181a0b7] You can now generate AI video faster than you can watch it
- [youtube_yohita005#559dec97] Your team Doesn't need more generic AI Courses, They need THIS.
- [youtube_yohita005#b57e0fd7] SAP workshop business simulation game experience
- [youtube_yohita005#44ff83fd] A guy vibecoded outblid.lol in 2 HOURS and made ₹1 Crore in 2 days.
- [youtube_yohita005#f39fb6cc] Remember when I said stop prompting AI to flirt with AI? Anthropic just gave us something better.

## 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=30, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=30, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=30, 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=0, 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=0, 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=0, method=platform_profile

## Freshness
- profile_checked_days_ago: 0
- content_analysed_days_ago: 0
- audience_updated_days_ago: 30

## 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_yohita005
- Request removal: https://koinonlink.com/claim?k=youtube_yohita005
- Terms: https://koinonlink.com/for-ai