AI Researcher

About Maywood

The first finance-compliant proactive AI that runs 24/7

Tech

# AI Agent Engineer **Maywood AI** is building AI agents that transform how teams work with data and presentations—automating complex workflows that currently take hours of manual effort. ## What You'll Build **Presentation Automation Agents** * Design agents that generate investor decks, board reports, and client presentations from raw data * Build systems that understand narrative structure, visual hierarchy, and business context * Optimize for brand consistency, slide design quality, and content accuracy * Reduce multi-hour presentation tasks to minutes while maintaining professional polish **Financial Analysis Agents** * Create agents that parse financial statements, extract insights, and generate executive summaries * Work with large datasets—earnings reports, market data, company filings * Build reasoning systems that spot trends, anomalies, and key drivers without hallucinating * Design agent architectures that explain their analysis and show their work **Agent Architecture & Optimization** * Reduce dependence on LLMs through smart prompt engineering and policy design * Maintain accuracy and consistency across long, multi-step workflows * Evaluate using real business outcomes: Did the deck close the deal? Was the analysis actionable? * Ship creative, non-obvious techniques that make agents more reliable and cost-effective ## Systems & Deployment * Own the full lifecycle: prototype → deploy → monitor → iterate * Build production-grade systems that handle real customer workloads * Design integrations with data sources, cloud infrastructure, and customer tools * Set up CI/CD, logging, and quality monitoring for live agents ## What We're Looking For People who can build agents that don't just work—they work *well*. You care about the details: Does the analysis make sense? Does the presentation flow? Would a human trust this output?

The role

You'll work on fundamental research in reinforcement learning, creating 'agentic' models via tool use for open-ended tasks in the finance services sector, improving reasoning abilities in areas such as mathematics.

Skills

• Deep Learning
• Reinforcement learning (RL)