AI-Powered Stock Market Analysis Platform
Budget: ₹1,500 – ₹12,500 INR
• Built StockAI, a full-stack AI-powered stock market analysis and trading platform using Python, FastAPI, Streamlit, XGBoost, and Machine Learning.
• Developed dual-machine learning models for stock price forecasting and BUY/SELL signal generation using 5 years of historical market data.
• Engineered 35+ advanced technical indicators including RSI, MACD, Bollinger Bands, ATR, Stochastic Oscillator, Williams %R, OBV, moving averages, volatility metrics, and momentum-based features.
• Implemented feature engineering pipelines to transform raw OHLCV market data into predictive trading intelligence.
• Built time-series forecasting systems with proper train-test separation, walk-forward validation, and backtesting to eliminate data leakage.
• Created confidence-based prediction models capable of generating future price forecasts and probability-driven trading signals.
• Developed scalable REST APIs using FastAPI for stock predictions, technical indicators, portfolio operations, and market analytics.
• Integrated Pydantic validation and structured API architecture to ensure reliability, security, and clean data processing.
• Designed an interactive trading dashboard featuring real-time stock charts, technical analysis visualizations, forecast trends, and market insights.
• Implemented BUY/SELL recommendation gauges with probability scoring and confidence interval analysis.
• Built portfolio tracking and paper trading functionalities for testing investment strategies without real capital exposure.
• Created dynamic data visualizations using Plotly for market trend analysis, forecasting, and performance monitoring.
• Optimized machine learning workflows for fast inference and production-ready deployment.
• Experienced in Generative AI, Machine Learning, Deep Learning, AI Agents, LangChain, FastAPI, n8n Automation, and Full-Stack AI Application Development.
• Skilled in Python, XGBoost, Random Forest, FastAPI, Streamlit, React, Next.js, API Integration, Workflow Automation, Data Analysis, and Predictive Modeling.
• Developed dual-machine learning models for stock price forecasting and BUY/SELL signal generation using 5 years of historical market data.
• Engineered 35+ advanced technical indicators including RSI, MACD, Bollinger Bands, ATR, Stochastic Oscillator, Williams %R, OBV, moving averages, volatility metrics, and momentum-based features.
• Implemented feature engineering pipelines to transform raw OHLCV market data into predictive trading intelligence.
• Built time-series forecasting systems with proper train-test separation, walk-forward validation, and backtesting to eliminate data leakage.
• Created confidence-based prediction models capable of generating future price forecasts and probability-driven trading signals.
• Developed scalable REST APIs using FastAPI for stock predictions, technical indicators, portfolio operations, and market analytics.
• Integrated Pydantic validation and structured API architecture to ensure reliability, security, and clean data processing.
• Designed an interactive trading dashboard featuring real-time stock charts, technical analysis visualizations, forecast trends, and market insights.
• Implemented BUY/SELL recommendation gauges with probability scoring and confidence interval analysis.
• Built portfolio tracking and paper trading functionalities for testing investment strategies without real capital exposure.
• Created dynamic data visualizations using Plotly for market trend analysis, forecasting, and performance monitoring.
• Optimized machine learning workflows for fast inference and production-ready deployment.
• Experienced in Generative AI, Machine Learning, Deep Learning, AI Agents, LangChain, FastAPI, n8n Automation, and Full-Stack AI Application Development.
• Skilled in Python, XGBoost, Random Forest, FastAPI, Streamlit, React, Next.js, API Integration, Workflow Automation, Data Analysis, and Predictive Modeling.
Related categories:
Python
Algorithm
Data Visualization
Data Analysis
Deep Learning
API Integration
FastAPI
Streamlit