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Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw

Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw

Highlights

  • Pro

Organizations

@roe-ai

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jadenfix/README.md

Rori

Jaden Fix

Full-Time AI Agent Engineer - Part-Time Trader

AI Agent Engineer @ Roe (YC F24) | San Francisco Bay Area

About

I develop and deploy production AI agents operating in enterprise environments.

  • Multi-step, Temporal-orchestrated agent systems
  • Compliance, AML, and risk automation
  • Audit-first, artifact-driven architecture
  • Deep integration with real infrastructure

Focus

  • Agent orchestration & long-running workflows
  • Structured extraction & schema-constrained generation
  • Risk intelligence & adverse media detection
  • Event-driven automation (Slack → Warehouse → Ticketing → Disposition)
  • Production API & distributed system design

Stack

LLMs: Claude, GPT, tool-using agents with context management
Infra: AWS, EKS, Vercel, Terraform, Kubernetes
Data: ClickHouse, AWS stack
Backend: Python, TypeScript, Go, Rust
Frontend: Next.js, React, Django

Outside of Work

I build arbitrage trading systems on platforms like Kalshi.

  • Rust-based algorithmic execution engines
  • Automated opportunity detection across binary markets
  • Fee-aware EV modeling & latency-sensitive order routing
  • LLM-assisted workflows for market classification, filtering, and strategy/execution orchestration

Focused on combining deterministic trading logic with intelligent market parsing and automated execution (or keeping them seperate).

Connect

LinkedIn: https://linkedin.com/in/jadenfix
Location: San Francisco Bay Area

Build agents that move through data like light through fiber.

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