• Led development of Lens by Vael, a deep research tool that was officially reviewed and explored by Martin execs, highlighting its potential for enterprise knowledge workflows.

• Implemented core functionality with a FastAPI backend and Next.js frontend, integrating retrieval pipelines, authentication, and streaming responses, alongside an ML summarization module to surface key insights.

• 🛠️ More to come once officially joined!

• Automated a large portion of repetitive reporting workflows with custom Python scripts, cutting down hours of manual data prep and giving GMs, Managers, and PMs near real-time visibility into safety metrics.

• Designed and deployed a retrieval pipeline that repurposed an internal system not originally built for our team, enabling on-demand access to inspection and training records that were previously siloed.

• Increased developer throughput by 2× by creating a CLI tool and automating build/test workflows in GitHub.

• Set up automated preview deploys on Netlify, making it easier for the team to catch front-end issues early and speed up code reviews.

• Enhanced app performance by 20% or (550 milliseconds) by refactoring both the frontend and backend to optimize state management and rendering efficiency using Google Cloud Platform and Elastic Search.

• Reduced page load times by 25% and hosting costs by 15% by implementing a Flask-based caching system, streamlining delivery of 500+ article posts.