using AI to automate the boring tasks
During my time at Amazon I built AI tools and systems to automate boring and repetitive manual tasks, saving time and increasing team efficiency.





Automated Business Reviews
Created intelligent agents to significantly reduce the time spent on manually summarizing Business Reviews (BRs).
Developed an AI powered system to process and analyze large amounts of data, saving time and improving accuracy.
Implemented automated data extraction and visualization for faster insights and decision making.
Slack Bot Automation
Built a system that automatically responds to common queries, routes information to the right people, and simplifies team workflows.
Leadership Briefing Automation
Created an AI system that automatically generates executive summaries from lengthy reports, highlighting key metrics and insights.
Newsletter Automation
Problem
Team members spent a lot of time manually compiling newsletters. The digest of new content was time-consuming to produce.
Solution
Built a custom automation that scans repositories for changes, summarizes key updates, and formats them into a digestible newsletter.
Impact
Doubled the frequency of updates while reducing the time spent creating them by 60%, improving team communication.
Interactive Stakeholder Map
Problem
I needed to compile the complex network of stakeholders and dependencies across teams.
Solution
Created an interactive map that visualizes relationships between teams, projects, and dependencies.
Impact
The tool helped identify key stakeholders and improved communication flow across teams.
Some of the highlights, including sort center visit




Partners & Collaborators
