# electronicsholic (@electronicsholic) on tiktok

- id: koinon:creator:tiktok_electronicsholic
- url: https://koinonlink.com/kol/tiktok/electronicsholic
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: electronicsholic
- platform_url: https://www.tiktok.com/@electronicsholic
- website: https://microshopgeo.com
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3657
- following: 102
- posts_observed: 3
- 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: software
- subcategory: devtools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: ESP32 projects, Microcontroller learning, Robotics basics, Electronics hobbyist tips, Beginner electronics tutorials, DIY electronics builds
- bio: შეისწავლე რობოტიკა ჩემთან ერთად🤍
DM for projects
Ig : electronicsaholic
საუკეთესო მიკროკონტროლერები⬇️

## Audience (inferred)
- status: present
- description: Students and hobbyists learning electronics and robotics, mainly focused on microcontrollers like ESP32
- roles: content
- seniority: learner
- pain_points: Struggling to find beginner-friendly project ideas in electronics, Confused about the difference between electronics and robotics engineering roles, Lack of clear guidance on which components or tools to start with, Difficulty in setting up and troubleshooting basic circuits or microcontroller projects
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 38
- authenticity_basis: profile_shape_only
- credibility_score: 38
- 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
- [tiktok_electronicsholic#f75f60e6] He was so hepy, it is his fav song aw 🩷 #electronics #esp32 #boyfriend #foryou #fyp / original sound - q_am414 / Bound 2 / It is a becoming a big trend on TikTok now! Click here: electronics / Check out electronicsholic’s video! #TikTok > / #CapCut  Ending 🍒 #electronics #robot (https://www.tiktok.com/@electronicsholic)
- [tiktok_electronicsholic#d67e5876] Start creating your cool videos today:
- [tiktok_electronicsholic#130e3d78] https://capcut.onelink.me/XKqI/228cad85 / Search: / what is the difference between robotic engineer and electronics engine

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=30, 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=0, 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=30, 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=30, method=platform_profile

## Freshness
- profile_checked_days_ago: 30
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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=tiktok_electronicsholic
- Request removal: https://koinonlink.com/claim?k=tiktok_electronicsholic
- Terms: https://koinonlink.com/for-ai