Swapna Kumar Panda (@swapnakpanda) on X (Twitter)
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Swapna Kumar Panda is a creator on X (Twitter) in the 200K–300K follower range, publishing for Aspiring software developers and tech job seekers focused on DSA interview prep, AI/ML learning, and free coding resources. Profile last checked 2026-07-03.
Observed facts (from the public profile):
| Field | Value |
|---|---|
| Platform | X (Twitter) |
| Handle | @swapnakpanda |
| Followers | 200K–300K |
| Indexed under | Software · Developer tools / infra |
| Audience function | developers |
Profile bio
/ Tech Writer, Educator / Python, Java, JavaScript, SQL / DSA, Development / Free Resources, AI Tools / Other Version: @therealswapna / Building @JabardastDEV /
What this creator posts about, and who reads it (AI-inferred)
Recurring topics: DSA interview preparation, Free AI/ML books and resources, AI tools for content visibility, Python/Java/JS development
Audience: Aspiring software developers and tech job seekers focused on DSA interview prep, AI/ML learning, and free coding resources
Provenance: inferred by AI from public content, not stated by the creator — confidence 0.40 · read from 3 recent posts · updated 76 days ago.
Audience read from this creator’s own recent posts, not from platform-declared categories. It is our reading, and it can be wrong.
Recent content samples (what the inference above was drawn from)
Every Interview has a DSA Round. 75% fails there. SAVE THIS THREAD. Practice Data Structures and Algorithms in the EASIEST way.
I launched. Google couldn't find me. So I had my AI teammate run a search visibility checkup. Three minutes later I had: → Which keywords are climbing, which are dropping → Which pages are bleeding traffic → What to fix…
Cambridge's Books on AI & ML (FREE DOWNLOAD): 1. Understanding Machine Learning https://t.co/I2wE09jcHV 2. Mathematics for Machine Learning https://t.co/EtVquoSoXx 3. Mathematical Analysis of ML Algorithms…
See the original post on X (Twitter)
Where this creator sits among comparable accounts
Compared with the 293 accounts in the same group (x · kol · software):
| Dimension | Percentile in group |
|---|---|
| Overall | 14th |
| Authenticity | 29th |
| Engagement quality | 17th |
| Focus & activity | 27th |
This is a position, not a verdict. A percentile says where this account falls among comparable accounts on signals we can measure — it does not say this creator is a better fit for your campaign. We ran a blind benchmark and measured no reliable advantage in selection quality, and do not claim one.
Koinon Link indexes X (Twitter) creators in Software with grade, authenticity and contactability broken down — see the X (Twitter) × Software breakdown, or the Creator Index Report for the whole index.
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Creators next to this one by follower tier in the same slice. Each link opens that creator’s public profile — what they post about and who reads it, with no contact details.
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Machine-readable representations
Structured twins of this page for AI and agents — every inferred field carries its source, confidence and freshness.
AI retrieval activity
What AI systems have actually done with this page. The two kinds are counted separately: being indexed is not the same as being used.
| Kind | Requests | What it means |
|---|---|---|
| Indexing crawlers | 10 | Bulk indexing · Amazonbot, Applebot, ClaudeBot, Meta, PerplexityBot |
| User-triggered retrievals | 0 | none recorded yet |
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