Tejas Linge's Projects
Pairs Trading Bot for NYSE built using Alpaca API & Python
Trading Bot using Alpaca API in Python. Indicators used: ROC (Rate of Change)
Trading Bot built using the Alpaca API in Python. Indicators used for Signal Generation: EMA, StochRSI, and Stochastic Oscillator
CRUD REST API using Node.js, Express.js and Mongoose.
Web App for Statistical Analysis of Teams and Players in FIFA-20 using Numpy, Pandas, Seaborn, Plotly and Streamlit.
A standalone app to scrape places from Google Maps (example: Pizza Places in New York)
This project demonstrates how to perform EDA on marketing campaign data and make future marketing performance predictions
Simple Python Search Spider, Page Ranker, and Visualizer. This is a set of programs that emulate some of the functions of a search engine. They store their data in a SQLITE3 database named 'spider.sqlite'. This file can be removed at any time to restart the process.
Python Crypto Bot
Courses, Articles and many more which can help beginners or professionals.
QuickDraw! is an online game that challenges players to draw a picture of an object or idea and then uses a neural network (NN) artificial intelligence to guess what the drawings represent. The AI learns from each drawing, increasing its ability to guess correctly in the future.
Markowitz Efficient Frontier and volatility measures in Python
A simple game of rock, paper and scissors.
In this Jupyter Notebook, I've used LSTM RNN with Technical Indicators namely Simple Moving Average (SMA), Exponential Moving Average (EMA), Moving Average Convergence Divergence (MACD), and Bollinger Bands to predict the price of Bank Nifty.
Technical analysis and back-testing in Python