# TECH Global University (@techglobaluniversity) on tiktok

- id: koinon:creator:tiktok_techglobaluniversity
- url: https://koinonlink.com/kol/tiktok/techglobaluniversity
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: techglobaluniversity
- platform_url: https://www.tiktok.com/@techglobaluniversity
- website: https://tinyurl.com/35dvkmk7
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1005329
- following: 2
- posts_observed: 1
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.02306
- engagement_rate_basis: average_interactions_per_view
- posts_in_average: 10
- avg_interactions_per_post: 14
- best_post_interactions: 68
- measurement_source: tiktok_posts_mean
- measurement_formula: digg + comment + share, mean over observed posts, divided by the mean play count of those same posts — on TikTok the algorithmic feed decides reach, so followers are not the denominator that describes what share of an audience engaged
- comparable_pool: view_based_interactions
- status_note: engagement_rate is a MEAN over the posts we observed (posts_in_average says how many).
- 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: Artificial Intelligence fundamentals, Machine Learning models, Data Science best practices, Digital Transformation, IT Governance, Software design patterns
- bio: The world's largest digital university
+14,000 programs
👇 Find yours

## Audience (inferred)
- status: present
- description: Working professionals or online learners interested in AI, machine learning, and data science, primarily targeting tech practitioners looking to systematically upskill or switch careers
- roles: general_ai
- seniority: learner
- pain_points: Lack of a structured theoretical framework for AI/ML, Difficulty translating academic concepts into real-world projects, No suitable advanced online courses tailored for working professionals, Struggling to keep up with the latest practices in digital transformation and IT governance
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: engagement_observed
- 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
- [tiktok_techglobaluniversity#915927a6] 🔹 Intelligent agents allow a system to perceive its environment, process information and act autonomously to achieve goals. Unlike traditional programs, they can adapt, learn from experience and make decisions according to changing contexts. From reactive agents to multi-agent s (https://www.tiktok.com/@techglobaluniversity)
- [tiktok_techglobaluniversity#d5f221f3] original sound - techglobaluniversity
- [tiktok_techglobaluniversity#26b06ea1] Business Tune
- [tiktok_techglobaluniversity#77c21667] Check out TECH

## 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=54, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=54, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=54, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=54, 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=54, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=54, 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=0.5, freshness_days=54, 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=54, 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=54, method=platform_profile

## Freshness
- profile_checked_days_ago: 54
- content_analysed_days_ago: 54
- audience_updated_days_ago: 54

## AI retrieval
- indexing_requests: 8
- 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_techglobaluniversity
- Request removal: https://koinonlink.com/claim?k=tiktok_techglobaluniversity
- Terms: https://koinonlink.com/for-ai