# Hugo Colusso 👾 Tech Invaders (@hugopratique) on tiktok

- id: koinon:creator:tiktok_hugopratique
- url: https://koinonlink.com/kol/tiktok/hugopratique
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: hugopratique
- platform_url: https://www.tiktok.com/@hugopratique
- country: Ireland
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 84641
- following: 2782
- posts_total: 1303
- posts_observed: 1
- verified: false
- size_tier: koc

## 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: saas
- category_confidence: 0.87
- category_source: derived_from_recent_content
- topics: Carrières Tech Sales (BD, SDR, AE), Entretiens et process Big Tech, Salaires et packages chez Google/Salesforce, Conseils pour juniors et reconversions, Culture et vie chez Google

## Audience (inferred)
- status: present
- description: Francophone young professionals (students/juniors) aiming for sales roles at Big Tech companies like Google or Salesforce
- roles: sales
- seniority: practitioner
- pain_points: Long and opaque hiring processes at Big Tech companies, Lack of clear guidance on actual tech sales roles and salaries, Difficulty preparing effective resumes, interviews, and referrals, Understanding compensation packages (base + variable + stock) and career progression paths
- 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: 64
- authenticity_basis: profile_shape_only
- credibility_score: 64
- flagged_for_review: false
- koinon_bd_grade: A — 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_hugopratique#e233f272] Je quitte Google pour vivre de ma passion. J’ai rejoint une des entreprises les plus prisées de la planète. Et je veux dédier mon quotidien à partager tout ce que j’ai appris pour y parvenir. Mon constat après 7 ans au coeur de la Tech et de l’IA :  1. La technologie transforme n (https://www.tiktok.com/@hugopratique)

## 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=62, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=62, 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=62, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=99, 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=62, 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=99, 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=99, method=platform_profile

## Freshness
- profile_checked_days_ago: 99
- content_analysed_days_ago: 62
- audience_updated_days_ago: 62

## AI retrieval
- indexing_requests: 10
- 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_hugopratique
- Request removal: https://koinonlink.com/claim?k=tiktok_hugopratique
- Terms: https://koinonlink.com/for-ai