David Raigoza@david_raigoza519
2
Events attended
2
Submissions made
Colombia
10+ years of experience
About me
Product Design Engineer with a Master of Arts. My work focuses on building complex products and iterating until I find coherence between ideas, systems, and user needs. I love sharing my process and identifying where products can evolve and mature. I have built 3D-printed jewelry, Web3 products, Web2 applications, and physical machines. I enjoy conversations and writing as tools to clarify my ideas and explore new possibilities.
🤓 Latest Submissions
Trading Wool
Trading Wool is a rapid experiment in building an autonomous AI trading agent using Alpaca. The goal was simple: give an AI agent the ability to analyze market conditions, make trading decisions, and manage leveraged positions, then see what happens when you actually let it operate. The first version answered that question pretty quickly. The agent went full degen, using available leverage far too aggressively and taking positions without enough consideration for risk. Rather than treating that as a dead end, I used the behavior as a feedback loop. I introduced guard rails for position sizing and risk exposure, changed how positions were managed, and added hedging mechanisms to make the strategy more controlled. I also integrated Grok for inference, allowing the agent to explain the reasoning behind its trading decisions instead of simply producing an unexplained action. Trading Wool is not intended to be a production-ready trading system or a claim that AI has solved algorithmic trading. It is a deliberately small experiment in agentic decision-making: give an autonomous system real constraints, observe where it fails, understand the failure, and engineer the next iteration. The result is a compact exploration of AI agents, automated trading, risk management, and the surprisingly important realization that sometimes your AI needs someone to tell it to stop YOLOing the leverage.
4 Sep 2026
Web3 Agent Builder
Web3 Agent Studio is an autonomous development pipeline that transforms plain-language prompts into production-ready Web3 applications in seconds. Traditional decentralized application development requires context-switching across separate tools to write Solidity smart contracts, configure complex testing harnesses, and manually build frontend interfaces. Web3 Agent Studio unifies this entire workflow into a single prompt. Powered by Grok API and OpenZeppelin libraries, the platform generates standardized Solidity code, automatically compiles and executes unit test suites inside an isolated EVM.js runtime, and parses the contract ABI to construct dynamic, reactive frontend buttons and user controls. Built entirely with Native.builder, Web3 Agent Studio moves creators from idea to deployed, interactive dApp without manual boilerplate, making Web3 prototyping faster, safer, and accessible to everyone.
10 Aug 2026
