# Ujjwal Technical Tips (@TipsUjjwal) on x

- id: koinon:creator:x_tipsujjwal
- url: https://koinonlink.com/kol/x/TipsUjjwal
- schema_version: 1.4

## Identity
- platform: x
- handle: TipsUjjwal
- platform_url: https://twitter.com/TipsUjjwal
- website: https://www.linkedin.com/in/pushpendratips
- country: India
- entity_type: creator
- person_id: koinon:person:x_tipsujjwal

## Reach
- followers: 881
- following: 115
- posts_total: 3106
- posts_observed: 15
- posts_per_day: 1.055
- account_age_days: 2945
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.12713
- best_post_interactions: 112
- 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: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: AI for developers, free learning resources, automation with AI, coding skills, digital skill building, self-directed learning
- bio: 🤖 Daily AI Insights for Developers
🌐 50K+ LinkedIn Community
🔗 Follow my other X account: @pushpendratips
DM/mail for collab - 📩 [contact removed]

## Audience (inferred)
- status: present
- description: Developers learning AI and digital skills, mainly self-taught beginners and early-career coders
- roles: dev
- seniority: learner
- pain_points: Struggling to find free, high-quality resources to learn AI and automation, Feeling overwhelmed by the number of courses and not knowing where to start, Lacking hands-on projects to apply new skills immediately
- posts_analysed: 2
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: true
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 72
- authenticity_basis: engagement_observed
- credibility_score: 72
- 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_tipsujjwal#af092bfc] NSTEAD OF WATCHING NETFLIX TONIGHT. Spend 1 hour with this. Claude AI FULL COURSE that teaches you how to BUILD and AUTOMATE anything. The people who watch this tonight will wake up tomorrow with a new skill. Watch it and Bookmark it now https://t.co/pcH8ajiQKq (https://twitter.com/TipsUjjwal)
- [x_tipsujjwal#6bc6779d] 30 free websites to learn valuable digital skills without paying for courses: 1. freeCodeCamp 2. Coursera 3. Khan Academy 4. Google AI Studio 5. CS50 6. HubSpot Academy 7. CapCut Academy 8. Codecademy 9. Kaggle Learn 10. JavaScript dot info 11. edX 12. Udemy Free Courses 13. MIT 

## 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=21, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=21, 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=115, 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=115, 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=115, method=platform_profile

## Freshness
- profile_checked_days_ago: 115
- content_analysed_days_ago: 80
- audience_updated_days_ago: 21

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