# Waris | Web and Mobile developer (@waris_oloyede) on x

- id: koinon:creator:x_waris_oloyede
- url: https://koinonlink.com/kol/x/waris_oloyede
- schema_version: 1.4

## Identity
- platform: x
- handle: waris_oloyede
- platform_url: https://twitter.com/waris_oloyede
- website: https://waris-oloyede.netlify.app/
- country: Spain
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1433
- following: 1799
- posts_total: 9769
- posts_observed: 1
- posts_per_day: 2.957
- account_age_days: 3304
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0014
- best_post_interactions: 2
- 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: devtools
- category_confidence: 0.85
- category_source: derived_from_discovery_path
- topics: SaaS development, React and React Native, Node.js and Express, Full-stack web and mobile apps, Indie hacking, Technical networking and collaboration
- bio: Software Engineer | React • React Native • Node.js
Barcelona fan 
Building @SphereNG

## Audience (inferred)
- status: present
- description: Frontend and full-stack developers, primarily indie hackers and early-stage SaaS builders focused on React, React Native, and Node.js
- roles: dev
- seniority: practitioner
- pain_points: Struggling to find quality technical collaborators for side projects, Finding it hard to stay motivated without a clear project direction or feedback loop, Difficulty in validating technical ideas before building full products, Lack of access to real-time peer feedback on code or architecture decisions
- posts_analysed: 8
- confidence: 0.4

## 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: 51
- authenticity_basis: engagement_observed
- credibility_score: 51
- 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_waris_oloyede#3b7930c8] Na still tech (https://twitter.com/waris_oloyede/status/2072923469767925872)
- [x_waris_oloyede#ec7d7380] Weekend connects Hey @X algorithm, Looking to connect with people interested in: 💻 SaaS🎨 Frontend⚙️ Backend🌐 Full-stack☁️ DevOps📱 App Development🧠 LeetCode & DSA💼 Freelancing🚀 Building in Public If that's you, let's connect! 🤝 Drop your SaaS below 👇
- [x_waris_oloyede#2b2ed8fd] What are you doing this weekend?
- [x_waris_oloyede#356d5273] Good morning mutual developers and builders
- [x_waris_oloyede#4941b528] Piers Morgan was use imagination wound am
- [x_waris_oloyede#714cd059] Node.js and express It was a series of tutorial on udemy
- [x_waris_oloyede#0433d8f8] Looking to connect with people who’re building in: 🚀 SaaS 🤖 AI 🌐 Web Apps 📱 Mobile Apps 💻 Tech 📊 Startups 🧠 Indie Hackers If any category belongs to you… Drop your product, let’s get some users over there.👇
- [x_waris_oloyede#55f75603] What are you working on today? https://t.co/UQMQS5Jxwf

## 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=29, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=29, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=29, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=89, 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=89, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=120, 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=89, 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=120, 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=120, method=platform_profile

## Freshness
- profile_checked_days_ago: 120
- content_analysed_days_ago: 89
- audience_updated_days_ago: 29

## AI retrieval
- indexing_requests: 7
- 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_waris_oloyede
- Request removal: https://koinonlink.com/claim?k=x_waris_oloyede
- Terms: https://koinonlink.com/for-ai