# IJSE Campus (@ijsecampus) on youtube

- id: koinon:creator:youtube_ijsecampus
- url: https://koinonlink.com/kol/youtube/ijsecampus
- schema_version: 1.4

## Identity
- platform: youtube
- handle: ijsecampus
- platform_url: https://www.youtube.com/@ijsecampus
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4040
- posts_observed: 2
- verified: false
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: entertainment
- subcategory: edu_science
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Software engineering career paths and education choices, AI/ML learning and career preparation, Student success stories and alumni placements, Industry placement programs and practical training, Campus events and student life
- bio: The Institute of Software Engineering which works towards the encouraging of students towards the speedily developing field of ...

## Audience (inferred)
- status: present
- description: Sri Lankan students and young learners aspiring to enter software engineering or AI/ML careers
- roles: none
- seniority: learner
- pain_points: Deciding whether a degree alone is enough to become a real software engineer, Struggling to learn AI/ML and practical coding skills, Finding industry placements and real job opportunities after studies, Understanding how to build a tech career with limited resources or guidance
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.2
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 39
- authenticity_basis: profile_shape_only
- credibility_score: 39
- 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
- [youtube_ijsecampus#3366e568] How does student life turn into a career in tech? 👀💻 (https://www.youtube.com/@ijsecampus)
- [youtube_ijsecampus#bb6ae06a] Meet Sachini Thakshila, one of our IJSE students, now working at Boswin Group (Pvt) Ltd ! 🚀💻
- [youtube_ijsecampus#e439f7dc] Meet Zeenathul Ilma Musawwir, one of our IJSE students, as she takes on our Rapid Fire! 🎤⚡️
- [youtube_ijsecampus#5fad3268] The beauty of being a developer | IJSE Campus  #ijse #automobile #dadlifematters
- [youtube_ijsecampus#18a42adb] Sathira’s journey is a testament to the value of practical learning | IJSE Campus
- [youtube_ijsecampus#1648e80a] Microcontroller - Smart Devices ඇතුලේ නිහඩ වැඩකාරයා #iot #ai #development #future #tech #technology
- [youtube_ijsecampus#4856cc50] 🎓 Software Engineering career එකක් build කරන්න, degree එක විතරක් ප්‍රමාණවත්ද? 👀 | IJSE CAMPUS  #ijse
- [youtube_ijsecampus#affeaa17] Code Generate කරන එකයි, Real Software Engineer කෙනෙක් වෙන එකයි දෙකක්. 💡

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=54, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=54, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=54, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=54, 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=54, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=56, 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=0.25, freshness_days=54, 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=56, 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=56, method=platform_profile

## Freshness
- profile_checked_days_ago: 56
- content_analysed_days_ago: 54
- audience_updated_days_ago: 54

## AI retrieval
- indexing_requests: 11
- 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=youtube_ijsecampus
- Request removal: https://koinonlink.com/claim?k=youtube_ijsecampus
- Terms: https://koinonlink.com/for-ai