# skaw

- **Event:** [Agentic Memory & Context Engineering Hackathon](https://cerebralvalley.ai/e/mongoDB-hackathon)
- **When:** Sat, Oct 11 at 9:00 AM – 10:00 PM (PDT)
- **Where:** Shack15, San Francisco, CA
- **Team:** [Abhay Rathi](https://cerebralvalley.ai/u/abhayr332), [Will Wild](https://cerebralvalley.ai/u/wowild), [Sathvik Ravi](https://cerebralvalley.ai/u/sathvikr), [kushagra kartik](https://cerebralvalley.ai/u/kush)
- **GitHub:** https://github.com/wildhash/AlphaShield
- **Demo video:** https://youtube.com/shorts/4Bso7oE9qrU?si=XutbBINeL0XfiNaw
- **Gallery:** https://cerebralvalley.ai/e/mongoDB-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/mongoDB-hackathon/hackathon/gallery/37

This project is a multi-agent, context-oriented full-stack web application designed for the fintech sector, aiming to provide intelligent and personalized financial guidance. It leverages specialized AI agents, a shared memory layer with MongoDB Atlas and Voyage AI, and a cloud-hosted LLM from Fireworks AI to offer proactive insights across personal finance, lending, trading, and tax optimization. For our trading alogirthm, we use heavy math and eventually connect to larger computers/GPUs which can handle trading at any time of the day in order to generate the greatest returns for our users. The core vision is to empower users with tools for financial literacy and equitable access to market opportunities. Helping people in a fair and equitable way is what we do, and we are proud to bring a new product to an outdated financial institution.

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Markdown version of https://cerebralvalley.ai/e/mongoDB-hackathon/hackathon/gallery/37. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt