Inspiration
LLMs are powerful tools for improving productivity. We demonstrate their applicability in project management by building an AI-powered project management dashboard that helps project managers.
What it does
Our AI-powered project management dashboard leverages LLMs to streamline and enhance project workflows. It connects multiple data sources to automatically generate insights and visualizations from natural language descriptions. The system suggests and updates tasks intelligently, prefilling Jira tickets, generating EventSpecs, and providing AI-driven task recommendations, helping project managers save time, improve accuracy, and make data-driven decisions effortlessly.
How we built it
Our system uses a Python Flask backend with integrations for the Sheets API, OpenAI’s API, Tailwind (for the frontend), and JIRA.
Challenges we ran into
AI Hallucinations messed up the format that our application was expecting its response (we needed a JSON response from the LLM but sometimes excess formatting was present)
Accomplishments that we're proud of
Coming up with the benches layout and how they interact with each other took many iterations and we are proud of it.
What we learned
We learnt a lot of concepts related to project management like various prioritization metrics. The strengths and weaknesses of LLMs.
What's next for ProdPilot
More comprehensive data sources and visualization capabilities.
Built With
- css
- flask
- html
- javascript
- python
- tailwind
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