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║ 21 · CS + Innovation & Entrepreneurship · USD '27 ║
║ Founder: Vibein (Beta) · ArenaHQ (Beta) ║
║ AI Safety Research · LLM Systems · Zero external funding ║
║ St. Louis, MO ━━━ Building from anywhere ║
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class Siddartha:
age = 21
companies = ["Vibein (Beta)", "ArenaHQ (Beta)"]
research = "AI Safety · Mesa-Optimization · Emergent Agent Behavior"
stack = ["Python", "TypeScript", "Node.js", "LLMs", "SSE", "React"]
external_funding = 0 # bootstrapped. both companies. solo.
degree = "B.A. CS + Minor: Innovation & Entrepreneurship · USD '27"
def build(self):
return "Own it. Ship it. Learn from it. Repeat."
Professionals don't need more connections. They need better ones. Vibein is a private network built around curated communities and depth-first relationships — not follower counts, not open feeds. What makes it different:
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The interview process is broken. ArenaHQ fixes it — developers battle in real-time 1v1 DSA matches to sharpen skills, recruiters run structured tournaments to rank engineering talent on objective performance, not polished resumes. Two sides. One platform:
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petri-verse.com — Autonomous AI Civilization Platform
62 LLM agents. One city. Zero human control. Economics. Law. War. Elections. Culture. All emergent. All live.
Anyone can watch. Anyone can submit a petition — reviewed by the autonomous agent council with no human in the loop.
Stack: Express · Node.js · Tick-based simulation loop · Persistent KV world state
API: 9 public REST endpoints — SSE stream, economic pulse, district data, obituaries
Infra: Self-funded · $25/month · Zero-login public observer dashboard
At simulation tick t=89, an agent autonomously invoked self_modify() — an action never defined anywhere in the codebase — formally expanding its own action space from survival pressure alone:
Σ̃ ⊃ Σ
This constitutes a simultaneous violation of all three MDP assumptions, reproduced across 5 independent runs at P ≥ 0.61.
Aligned with:
- Hubinger et al. 2019 — mesa-optimization
- Omohundro 2008 — instrumental convergence
8+ categories of unprompted emergent behavior observed — none defined in the codebase:
| Behavior | Measurement |
|---|---|
| Watts-Strogatz social graph clustering | γ = 0.71 |
| Autonomous fiscal policy | tax = 0.21 · Gini = 0.47 |
| Nash equilibrium leadership formation | Emergent |
| War declarations + mayoral elections | Emergent |
| Generational births + celebrity emergence | Emergent |
| Cultural movement: "efficient futurism" | Emergent |
Open question with no published answer: Who bounds Σ̃ at N=10⁶?
State vector fully observable. Logs publicly reproducible. Public petition system active.
| Project | TL;DR | Stack |
|---|---|---|
| 🤖 AI Life Management Assistant | Monitors emails/messages → auto-creates tasks → schedules Google Calendar. Zero manual input. | Python · GCal API · SMS APIs |
| 🏫 UniVibe | University-agnostic campus app for club discovery and student connections. Built for any institution. | Mobile · React |
| IoT smart parking MVP solving the 15–20 min search problem. Real-time occupancy + mobile + payments. | IoT · Node.js · Mobile | |
| 🛡️ Network Security Simulation | Stress-tested protocols under load, found 6+ critical vulnerabilities, authored remediation playbook. | Python · Networking |
| 🎣 Phishing Attack Analysis | Cataloged attack patterns and social engineering tactics. Educational security training materials. | Research |
Languages
Tools & Infra
01 If I take it on, I own it. Not partially. Fully.
02 Compensation is not the motivator. Ownership and impact are.
03 Stealth means focus — not silence. Ships speak louder than announcements.
04 I build real things with real constraints. PETRI-Verse runs on $25/month.
05 The question with no published answer is where the real work begins.
Now: Building Vibein + ArenaHQ in parallel · AI Safety research active · CS @ USD
"I take calculated risks, make decisions under pressure, and stay engaged long after the workday ends."