# Pravin Dhake (@wanderingraptor) on x

- id: koinon:creator:x_wanderingraptor
- url: https://koinonlink.com/kol/x/wanderingraptor
- schema_version: 1.4

## Identity
- platform: x
- handle: wanderingraptor
- platform_url: https://twitter.com/wanderingraptor
- website: http://www.goathlos.com
- country: India
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 945
- following: 120
- posts_total: 2391
- posts_observed: 3
- posts_per_day: 3.813
- account_age_days: 627
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00529
- best_post_interactions: 5
- 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: lifestyle
- subcategory: fitness
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: nature exploration in urban wetlands, mindful living and slowing down, sustainable bamboo fabric innovation, running gear performance and comfort, retro lifestyle and personal identity expression
- bio: Fabrics. Fiction. Outdoors. Former EV engineer.  Underwear model @goathlos

## Audience (inferred)
- status: present
- description: Outdoor enthusiasts and mindful lifestyle seekers, particularly those interested in nature exploration, sustainable fabrics, and slow living
- roles: general_ai
- seniority: learner
- pain_points: Struggling to find comfortable and durable running gear that performs well on long-distance trails, Feeling overwhelmed by fast-paced urban life and seeking mental clarity through slower, intentional living, Difficulty in discovering authentic, high-quality sustainable clothing brands with a strong story behind them
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 57
- authenticity_basis: engagement_observed
- credibility_score: 57
- flagged_for_review: false
- koinon_bd_grade: C — 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_wanderingraptor#6eef16b6] Starts exploring the marshy Bombay mangroves in slippers to catch crabs and frogs, and with the hope of encountering the elusive Indian fox. (https://twitter.com/wanderingraptor/status/2072315489909649647)
- [x_wanderingraptor#bfae420f] Training yourself not to rush has a huge ROI on your mental health. Some of the most attractive people I have seen are the ones who don't rush, and it shows in their demeanour and body language, and they'll leave you feeling calm and heard.
- [x_wanderingraptor#ba829cf1] Working on a new upgraded version of our Bamboo fabric, goes live soon. Deeper colours, softer, lighter, and better, trial of the long sleeve bamboo. https://t.co/7vGPQifSzc
- [x_wanderingraptor#02e47a1c] Running gear is that pain-killer product category where a lot can go wrong. When I see runners pick up @goathlos gear at a race expo and run a 50 km ultra pretty much the next day, I feel immensely fulfilled and proud of what we are building at Athlos.
- [x_wanderingraptor#178a28c0] Me putting up an impression in a party: Yeah, i drive a retro 1972 Massey Ferguso

## 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: 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_wanderingraptor
- Request removal: https://koinonlink.com/claim?k=x_wanderingraptor
- Terms: https://koinonlink.com/for-ai