# Shawarma Capital (@ShawarmaCapital) on x

- id: koinon:creator:x_shawarmacapital
- url: https://koinonlink.com/kol/x/ShawarmaCapital
- schema_version: 1.4

## Identity
- platform: x
- handle: ShawarmaCapital
- platform_url: https://twitter.com/ShawarmaCapital
- website: https://shawarmacapital.net
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1721
- following: 1097
- posts_total: 2024
- posts_observed: 8
- posts_per_day: 0.461
- account_age_days: 4387
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.01685
- best_post_interactions: 29
- 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: finance
- subcategory: investing
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Stock-specific research on $MRLN, $IREN, $NBIS, Internal tech stack usage (e.g. ClickHouse), Job board snapshotting and hiring trends, Custom data visualizations
- bio: Wrapping deep research on hardware, semis, defense autonomy, and more, into long-form memos you can actually digest.
https://t.co/R0cE33yb5a

## Audience (inferred)
- status: present
- description: Niche retail and professional investors tracking specific small-cap tech/hardware stocks like $IREN, $NBIS, $MRLN
- roles: none
- seniority: practitioner
- pain_points: Difficulty accessing primary-source details on company tech infrastructure, Missing real-time signals on hiring trends and operational changes, Lack of digestible visualizations for proprietary datasets
- posts_analysed: 4
- 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: 60
- authenticity_basis: engagement_observed
- credibility_score: 60
- 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
- [x_shawarmacapital#f4691e96] this is a real handmade visualization of my $MRLN data as time progresses https://t.co/K0L9Zzn5qQ (https://twitter.com/ShawarmaCapital/status/2067718616095793617)
- [x_shawarmacapital#791e4de7] My prediction in 2025 was right. $NBIS I now have primary-source information on how IREN’s Reliability & Observability team is utilizing ClickHouse internally. Sets a precedent for this industry, IMO.
- [x_shawarmacapital#c96afdc2] Has anyone else figured out yet that $IREN uses $NBIS ‘s ClickHouse internally?
- [x_shawarmacapital#0fc8e101] I have been snapshotting the $MRLN job board. Between July 27 and July 31 it went from 33 open roles to 28. Seven came down, two went up. The seven that came down are the interesting part, because a job posting disappearing tells you either that a seat got filled or that somebody

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, 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=117, 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=117, 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=117, method=platform_profile

## Freshness
- profile_checked_days_ago: 117
- content_analysed_days_ago: 80
- audience_updated_days_ago: 76

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