# AiTechConsultant (@aitechconsultant) on tiktok

- id: koinon:creator:tiktok_aitechconsultant
- url: https://koinonlink.com/kol/tiktok/aitechconsultant
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: aitechconsultant
- platform_url: https://www.tiktok.com/@aitechconsultant
- website: I2rapps.com
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4693
- following: 547
- posts_total: 88
- posts_observed: 6
- 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: BaileyOS self-hosted home AI, Privacy-focused smart home builds, Local AI with Ollama and Claude for automation, Voice control of lights/garage/cameras without cloud, Build in public homelab projects
- bio: Building apps in public. AI, email, tech. Follow for the journey🚀 i2rapps.com

## Audience (inferred)
- status: present
- description: DIY smart home enthusiasts and self-hosted AI builders focused on privacy-first local automation and homelab projects
- roles: automation
- seniority: practitioner
- pain_points: Cloud services leaking personal data and footage, Monthly fees and vendor lock-in from commercial smart home systems, Difficulty integrating local AI models like Ollama for real home control, Lack of full customization and voice-first interfaces without apps or clouds
- posts_analysed: 100
- confidence: 0.9

## 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: 48
- authenticity_basis: profile_shape_only
- credibility_score: 48
- 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
- [tiktok_aitechconsultant#04d603a9] BaileyOS- Realestate & AirBNB (https://www.tiktok.com/@aitechconsultant)
- [tiktok_aitechconsultant#66e41d32] original sound - aitechconsultant
- [tiktok_aitechconsultant#eb4469d2] Check out AiTechConsultant’s video! #TikTok >
- [tiktok_aitechconsultant#bfd987c0] BaileyOS- It’s Movie Time
- [tiktok_aitechconsultant#aecb7a9d] Meet BaileyOS - Home Intelligence
- [tiktok_aitechconsultant#3f1ceecd] Can't Hold Us (feat. Ray Dalton)
- [tiktok_aitechconsultant#bb057204] tk10_movie_room My movie room has a starfield ceiling #smarthome #movieroom #hometheater #lighting #ai #baileyos #homeautomation #buildinpublic #mancave #techbuild 10 lighting zones in one room. Sconces, soffit, starfield, floor lights — all voice controlled. One command puts eve
- [tiktok_aitechconsultant#b6c89398] tk09_meet_bailey I built an AI that lives in my house #ai #smarthome #baileyos #selfhosted #homeautomation #buildinpublic #nocloud #techbuild #localai #homelab Her name is Bailey. She runs on local hardware. Cameras, lights, lock

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=58, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=58, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=58, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=58, 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=58, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=90, 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=58, 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=90, 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=90, method=platform_profile

## Freshness
- profile_checked_days_ago: 90
- content_analysed_days_ago: 58
- audience_updated_days_ago: 58

## AI retrieval
- indexing_requests: 6
- 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=tiktok_aitechconsultant
- Request removal: https://koinonlink.com/claim?k=tiktok_aitechconsultant
- Terms: https://koinonlink.com/for-ai