Data Science
Stock Analysis Chatbot Assistant
A GPT-powered financial analytics chatbot that provides real-time stock data, technical indicators, and investment insights through conversational AI.
Tech Stack
Python
Streamlit
Pandas
The Problem
- Retail investors lacked accessible technical analysis tools, requiring specialist financial knowledge to operate.
- Market data was fragmented across exchanges, platforms, and paywalled services with no unified view.
- Computing indicators like RSI, MACD, and Bollinger Bands required expensive proprietary trading software.
- Data interpretation demanded domain expertise most retail investors did not possess or have time to develop.
- No conversational interface existed for querying live stock data through natural language.
Gallery
Our Solution
- Built a conversational AI assistant integrating the Yahoo Finance API for real-time market data retrieval.
- Automated computation of SMA, EMA, RSI, MACD, and Bollinger Bands triggered on request through chat.
- Designed a natural language interface accepting queries like 'Is NVDA overbought?' for intuitive use.
- Integrated interactive Plotly charts rendered inline within the chat for immediate visual data exploration.
- Leveraged GPT to generate contextual investment commentary alongside quantitative indicator analysis.
Impact
Real-timemarket analysis
Democratized financial analysis for non-expert users, processing real-time market data through natural language queries.
Ready to build something similar?
Let's discuss your project and see how we can help.