# Tino Ferreira (@Tino_Ferreira23) on x

- id: koinon:creator:x_tino_ferreira23
- url: https://koinonlink.com/kol/x/Tino_Ferreira23
- schema_version: 1.4

## Identity
- platform: x
- handle: Tino_Ferreira23
- platform_url: https://twitter.com/Tino_Ferreira23
- website: http://rectsolutions.com
- country: Portugal
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 678
- following: 327
- posts_total: 15191
- posts_observed: 6
- posts_per_day: 2.904
- account_age_days: 5231
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00147
- best_post_interactions: 1
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: 0.85
- category_source: derived_from_recent_content
- topics: Tech talent hiring, Recruitment for AI and engineering roles, Startup hiring strategies, European tech job market trends, Sponsorship and event promotion for tech communities, Founder-led talent solutions
- bio: Founder @rectsolutionsx
I help companies hire top of data, AI, engineering & product talent, faster.

## Audience (inferred)
- status: present
- description: HR and talent acquisition professionals in tech, especially those hiring for data, AI, engineering, and product roles in Europe
- roles: sales
- seniority: practitioner
- pain_points: Struggling to find and hire qualified data, AI, and engineering talent quickly, Facing high competition for top technical talent in the European market, Need cost-effective ways to scale their hiring process for specialized tech roles
- posts_analysed: 6
- confidence: 0.4

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

## Quality signals
- authenticity_score: 52
- authenticity_basis: engagement_observed
- credibility_score: 52
- 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
- [x_tino_ferreira23#16f60c07] Crazy how my amazon stocks have performed like I thought my Bitcoin would. Up 52.3% overall (https://twitter.com/Tino_Ferreira23/status/2071892718997963091)
- [x_tino_ferreira23#b6b23904] 20 people paying €500/ month. Never been a better time to do it.
- [x_tino_ferreira23#29db30ea] So pleased to announce @FeatherlessAI as our inference sponsor. 10th and 11th October in Saldanha, Lisbon. €2k euros for the winning team. Keep an eye out for our introduction of judges.
- [x_tino_ferreira23#a68f65e7] Been a while since I introduced myself. Been working in recruitment and talent consulting for 7 years now across Europe. Started @RecTsolutionsx 2 years ago to help ambitious businesses hire top AI and Data talent. Now I've built a talent marketplace hiCalibre (.) Io with a goal 
- [x_tino_ferreira23#5aaa0a76] https://t.co/3c3vqUaaYt
- [x_tino_ferreira23#a8e79a3a] I'm going to start sharing a little bit about hiCalibre and my new venture. It will operate as it's own and be a completely different model to how we work at @Rec

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

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, 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=80, 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=108, 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=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 80
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 12
- 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=x_tino_ferreira23
- Request removal: https://koinonlink.com/claim?k=x_tino_ferreira23
- Terms: https://koinonlink.com/for-ai