# Akash | Ai & Tech Creator (@leftbraincoder) on threads

- id: koinon:creator:threads_leftbraincoder
- url: https://koinonlink.com/kol/threads/leftbraincoder
- schema_version: 1.4

## Identity
- platform: threads
- handle: leftbraincoder
- platform_url: https://www.threads.net/@leftbraincoder
- website: https://callhq.ai
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1309
- posts_observed: 1
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.21008
- best_post_interactions: 275
- measurement_source: threads_post_likes
- measurement_formula: likes on one post (Threads exposes no reply or repost count on this path)
- 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: ai_tools
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: AI tools and productivity stacks, Startup mindset and media recommendations, AI internships and career opportunities, Global AI competition and model updates, Student-focused motivation and learning
- bio: Tech + Humour
Entrepreneur | Building @callhq.ai
Scaling @brokiservices
Reels on AI, Coding and Fun
#LeftBrainCode

## Audience (inferred)
- status: present
- description: AI/tech students, aspiring developers and young startup enthusiasts seeking tools, internships and industry updates
- roles: general_ai
- seniority: learner
- pain_points: Discovering lesser-known AI tools that actually replace grunt work, Finding remote AI/internship opportunities like UNDP programs, Keeping up with fast-moving AI news such as China’s model releases, Getting practical startup advice beyond generic motivation
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 61
- authenticity_basis: engagement_observed
- credibility_score: 61
- 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
- [threads_leftbraincoder#aef1ebd0] If you’re building a startup, your watchlist matters as much as your reading list. These 10 movies will change the way you think about ambition, leadership, sales, failure, and success. Save this for your next weekend binge. #Entrepreneur #StartupFounder #BusinessGrowth #Leadersh (https://www.threads.com/@leftbraincoder/post/DZYx6qqky_3)
- [threads_leftbraincoder#6a66f35e] POV: You found the laziest AI stack in 2026 🤫 I replaced hours of grunt work with 6 tools most people haven’t even heard of. No fluff. Just tools that actually work. Save this before you forget 👇 #AITools #FounderLife #SmartWork #AIin2026 #LeftBrainCoder
- [threads_leftbraincoder#fa0e24f0] Comment for the application form UNDP - United Nations has rolled down application for internship all over the world for AI and Innovation. Full remote 3 months $200-$500 stipend apply today
- [threads_leftbraincoder#1099cc82] China is dominating ai war with this new Kimi K3
- [threads_leftbraincoder#4e6a2012] Students changed the system. Now change your future. 🔥 Comment LEARN ���

## 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=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=78, 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=111, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 78
- audience_updated_days_ago: 78

## AI retrieval
- indexing_requests: 8
- 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=threads_leftbraincoder
- Request removal: https://koinonlink.com/claim?k=threads_leftbraincoder
- Terms: https://koinonlink.com/for-ai