# rohan (@lets_dig_deeper) on x

- id: koinon:creator:x_lets_dig_deeper
- url: https://koinonlink.com/kol/x/lets_dig_deeper
- schema_version: 1.4

## Identity
- platform: x
- handle: lets_dig_deeper
- platform_url: https://twitter.com/lets_dig_deeper
- website: https://rumik.ai
- country: India
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4330
- following: 507
- posts_total: 4115
- posts_observed: 3
- posts_per_day: 1.427
- account_age_days: 2884
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.03441
- best_post_interactions: 149
- 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: 0.7
- category_source: derived_from_recent_content
- topics: Open-source AI audio models, Multilingual TTS with emotion, AI-powered voice companions, Hiring technical talent for AI video/UGC production, Indian AI developer ecosystem, AI tooling for startups
- bio: founder & ceo @rumik_ai | my balls have led me to places i won't go with a gun

## Audience (inferred)
- status: present
- description: AI founders and technical builders, especially Indian developers and startups focused on open-source AI models and multilingual audio/voice tech
- roles: dev
- seniority: practitioner
- pain_points: Struggling to find high-quality, open-source multilingual TTS and emotional audio models for product development, Facing challenges in building AI-powered voice companions with natural emotional expression, Need reliable, production-ready open-source AI tools that can be customized for local markets and languages
- posts_analysed: 6
- 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: 81
- authenticity_basis: engagement_observed
- credibility_score: 81
- 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_lets_dig_deeper#97f95696] open sourcing on of the best multi-lingual TTS model to the world https://t.co/bp3Oxrj0zk (https://twitter.com/lets_dig_deeper/status/2072209819566514438)
- [x_lets_dig_deeper#a029f919] hiring for two key roles 1. ads producer - script writing, shooting and video editing - push out 2 creatives/day - ai-generated films - ugc films 2. brand designer - impeccable taste - can explain complex research breakthroughs to 12 year olds - have done some amazing design work
- [x_lets_dig_deeper#c8da1914] opensourcing. world's first multilingual audio model with emotions https://t.co/VEDtQbmnFm
- [x_lets_dig_deeper#89cbafcd] indian developers and enterprises deserve great open source models to build on top of it
- [x_lets_dig_deeper#66e2108a] codex 5.6 sol has replaced my fable 5 usage entirely
- [x_lets_dig_deeper#c8e58ffd] meet ira by @rumik_ai your personal companion for your life 💕 https://t

## 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=78, 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=78, 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=78, 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: 78
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 6
- 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_lets_dig_deeper
- Request removal: https://koinonlink.com/claim?k=x_lets_dig_deeper
- Terms: https://koinonlink.com/for-ai