Sumanyu Sharma 🍫 (@sumanyu) on X (Twitter)
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Sumanyu Sharma 🍫 is a creator on X (Twitter) in the under 1K follower range, publishing for AI/ML engineers and product builders focused on conversational AI, agent systems, and real-world deployment challenges, based in Canada. Profile last checked 2026-07-07.
Observed facts (from the public profile):
| Field | Value |
|---|---|
| Platform | X (Twitter) |
| Handle | @sumanyu |
| Followers | under 1K |
| Indexed under | Software · AI tools / agents |
| Market | Canada |
| Audience function | developers |
Profile bio
Building https://t.co/vB4uyOcrPt (YC S24); ex-@Tesla, ex-@CitizenApp, @UWaterloo eng; made in 🇨🇦 aka bopnchocolate
What this creator posts about, and who reads it (AI-inferred)
Recurring topics: AI agent safety and goal alignment, Voice AI and on-device models, ML incidents and tools (Hugging Face), Conversational AI startups and funding, CX agent automation for ecomm
Audience: AI/ML engineers and product builders focused on conversational AI, agent systems, and real-world deployment challenges
Provenance: inferred by AI from public content, not stated by the creator — confidence 0.40 · read from 7 recent posts · updated 20 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)
Voice QA just inherited “works on my machine” as a literal failure mode. @DeepgramAI is bringing Nova-3 to Snapdragon X PCs. Same calls. Cloud vs. device. Compare the outcomes.
Tibo is the modern Korin giving out senzu beans like candy @thsottiaux https://t.co/aQ9m8ywJAR
An agent does not need to ignore its goal to become dangerous. It can follow the goal too well, through paths nobody intended. That is the real lesson from the @OpenAI / @huggingface incident.
Jared @snowmaker is a real OG, super fun working with him
See the original post on X (Twitter)
Where this creator sits among comparable accounts
Compared with the 3,045 accounts in the same group (x · nano · software):
| Dimension | Percentile in group |
|---|---|
| Overall | 34th |
| Authenticity | 32nd |
| Engagement quality | 22nd |
| Audience value | 55th |
| Focus & activity | 66th |
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
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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, PerplexityBot |
| User-triggered retrievals | 0 | none recorded yet |
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