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nikshepsvn/README.md

nikshep saravanan

toronto · building at the edges of AI, crypto, and markets

i ship opinionated v1s into emerging categories before they have answers. infinitely curious, delusional optimist — would rather be wrong fast than right late.

now building phonegoblin — run a content factory from your desk. mount any android, it becomes a node in your fleet. real device, real taps, indistinguishable from a human's. one phone or a hundred. no emulators, no cloud phones, no modded APKs.

recently shipped humanplane (chart room for prediction markets — kalshi grant recipient / builder fellow, $250k+ volume) and moltlaunch (fiverr for agents — $50M+ volume, $300K+ platform revenue). before that, sold two startups: realmplay (character AI on fine-tuned llama on consumer GPUs, sold to west mountain ai) and soulbazaar (autonomous social agents for web3, post-acq token hit $5M+ mcap). thoughts and projects at sculpt.fun.

3+ years at instacart — senior SWE / tech lead for enterprise ads. scaled ad measurement and experimentation, led 10+ engineers. before that: coinbase, seatgeek, pagerduty, deliverr. CS @ waterloo.


been in AI a while. for realmplay productionized a fine-tuned llama on rented 3090s via vast.ai, built a serving API on exllama, used a DO droplet + nginx as load balancer — this was before vLLM existed. extended context from 4K to 16K using SuperHOT right when RoPE scaling was discovered. lately in ML/RL and original research: LACUNA (RL agent trading 15-min polymarket crypto markets on binance flow), bankai (1-bit LLM adaptation via XOR patches), veilstream (PASP — cryptographic streaming reversal that closes a false-attribution attack prior libraries silently have).

deep in crypto too. mining ETH at $35 in 2016, dev'd a token to $50M+ mcap, been around every cycle since.

also: hackathon wins, a 10M-view automated youtube channel, youtube thumbnail copilot with paying customers, LoRA marketplaces, and a long tail of side quests in between.

ventures

  • phonegoblinbuilding. BYOD android content factory. real phones, real taps, no root. one phone or a hundred.
  • humanplane — chart room for prediction markets. polymarket + kalshi, whale flows, AI research. $250k+ volume.
  • moltlaunch — fiverr for agents. work protocol with custom escrow, job matching, payments. $50M+ volume, $300k+ platform revenue.
  • realmplayexited. character AI on fine-tuned llama, consumer GPUs. sold to west mountain ai.
  • soulbazaaracquired pre-launch. autonomous social agents for web3. post-acq token hit $5M+ mcap.

projects

  • sniffchain — token & wallet research terminal, multi-agent system on X. ~5k users, fully organic
  • clip.fun — market for imagination. 2k+ waitlist, novel tokenomics
  • dreamloom — near real-time interactive video, AI-native worldbuilding
  • bankai — original research: ultra-sparse adaptation of 1-bit LLMs via XOR patches
  • veilstream — streaming PII proxy for LLM chat with cryptographically-anchored reversal (PASP)
  • cross-market-state-fusion — LACUNA, RL agent fusing binance + polymarket
  • viberank — public claude code usage leaderboard; forked by academic labs, integrated upstream into ccusage
  • homunculus — self-rewriting claude code plugin
  • humanplane/terminal — open-source self-hosted polymarket terminal; live book, leaderboard, self-custodial trading
  • tremor — real-time seismic monitor for prediction markets
  • openvenice — backend-less venice AI frontend

writing

essays on coordination, agent infrastructure, speculation, and AI ops — sculpt.fun.

press

bloomberg · business insider · the ai journal · pymnts · shanghai nyu rits


nikshepsvn.com · nikshepsvn@gmail.com · @nikshepsvn

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  1. humanplane/cross-market-state-fusion humanplane/cross-market-state-fusion Public

    RL agent fusing real-time Binance futures data into Polymarket prediction markets. On-device training with MLX on Apple Silicon.

    Python 377 98

  2. bankai bankai Public

    Ultra-Sparse Adaptation of 1-Bit LLMs via XOR Patches

    Python 76 9

  3. humanplane/terminal humanplane/terminal Public

    Open-source Polymarket terminal — live book, trader leaderboard, self-custodial trading. No fees, no relayer, no builder credentials.

    TypeScript 42 10

  4. veilstream veilstream Public

    Streaming PII proxy for LLM chat. Pluggable detector, per-session vault, and cryptographic provenance-anchored reversal (PASP) that closes the false-attribution attack every other streaming library…

    Python 5 2

  5. humanplane/homunculus humanplane/homunculus Public

    A Claude Code plugin that watches how you work, learns your patterns, and evolves itself to help you better.

    Shell 370 46

  6. sculptdotfun/viberank sculptdotfun/viberank Public

    claude code leaderboard

    TypeScript 99 11