HiFi

HiFi is a financial application that helps make investing easily. Provides user with knowledge of Markets, stocks, Power of Compound Interest with the help of LLM, and our custom RAG Models.

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Inspiration

In the current market scenario, individuals often get confused with the concept of efficient investment strategies based on monthly & yearly salary especially if they’re from a non-finance background, to get started with the stock market & cryptocurrency.

What it does

HiFi is a financial application that helps make investing easier for first-time users. Our application provides the user with detailed knowledge of Markets and stocks to invest, the Power of Compound Interest with the help of LLM, and our custom RAG Models that are being used in our Chatbots

How we built it

Features Provide stock analytics data, news feeds, and event information. Generating buy-sell decisions based on Market sentiments. Generating buy-sell signals for intraday trades, and equity investments. LLMs to minimize risk and maximize profit. Kill switch option for intraday & F&O. Portfolio Dashboard. Option to automate trade from the wallet. Connect with a broker.

Challenges we ran into

Making informed reasonable strategic decisions with the help of LLMs without any hallucinations

Accomplishments that we're proud of

  • Providing stock analytics data, news feeds, and event information.

Gather stock fundamental details like about the company, quarter results, profit and loss, balance sheets cash flow ratios, shareholding patterns, news about the company, and events. Using GenAI LLMs to make informed decisions. Peer-to-peer stock comparison related to the same category.

  • Generating buy-sell decisions based on Market sentiments.

Identify risk management based on input, leveraging LLMs understand the current situation and predict the future price of the stock and show whether user should buy, hold, or sell the stock from user portfolio to minimize the risk.

  • Blockchain-enabled security for premium customers.

Users can opt for premium plans to secure their data by using blockchain technology under the hood to make it decentralized and safeguard their information.

What we learned

We've learnt how to integrate the power of LLMs, cloud, APIs UIs to build end to end financial application

What's next for HiFi

Advance Features Users can opt for premium plans to secure their data by using blockchain technology under the hood to make it decentralized and safeguard their information. LLMs for personalized recommendations and portfolio management, risk management using RAG models. Enabling follow trading for users who want to make trading data public that others can utilize to create/replicate trading strategies.

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