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Los Angeles

Justin Yuan

@Justin0504

SJTU-> USC @ FORTIS Lab LLM Reasoning | Agentic System | World Model

Aegis. Runtime policy enforcement for AI agents. Cryptographic audit trail, human-in-the-loop approvals, kill switch. Zero code changes.

370

Sovereign-OS. Constitution-first AI orchestration: one Charter (YAML) defines mission, budget & rules. CEO plans → CFO approves → Ledger tracks every cent & token → Auditor scores. 16 workers, Stripe, MCP. Think. Audit. Execute.

101

Lithos.AI. A modern SaaS platform for renewable material construction management. Features AI-powered blueprint generation, real-time factory monitoring, construction progress tracking, and environmental impact analysis. Built with React 19, TypeScript, and Tailwind CSS.

10

Telegrambot. ⚽ A viral Telegram football roast bot for the 2026 World Cup. Generate savage roast images, fake betting slips, and absurd VAR decisions using AI.

9

BrewNet. Swift

9

Topify-GEOAGENT. Python

7

AIlearn. TypeScript

5

Easylearningsniper. TypeScript

5

Dynabridge-Discovery. Python

5

VLMPretrain. Python

5

cartpole. Jupyter Notebook

5

sokoban. C++

4

Shortest-Path. C++

4

Game.

4

Worldcup. TypeScript

4

Verifiable_agent. Python

3

parallel-hybrid-retrieval. Parallelizing a hybrid sparse-dense retrieval pipeline for long-term AI agent memory with OpenMP. Features BM25 + HNSW fusion, SIMD/MaxScore optimizations, temporal partitioning (47x speedup), and three-tier hierarchical memory.

3

RecallOps. TypeScript

3

thought-kv-hierarchy. Semantics-aware memory hierarchy for KV-cache in LLM reasoning. Offloads low-importance reasoning tokens from HBM to DDR instead of evicting them, preserving accuracy at reduced memory cost.

3

federated-agent-audit. Privacy audit for multi-agent AI systems (CrewAI · LangGraph · AutoGen) — detect compositional data leaks without the central auditor ever seeing raw content.

3

Chronoception-agent-temporal-cognition. Diagnosing and fixing temporal cognition failures in LLM agents — the Augustine Problem of agents that speak fluently about time without knowing what it is. Hosts ChronoBench (diagnostic benchmark across 25+ models) and ChronoStack (training framework for wall-clock grounding).

3

sparse-index-tracking. Python

2

Visteon-CabinVLMBenchmark. Python

1