Faizan Ahmed's repositories
Algo-Trading-ML-Model
Machine Learning model that identifies optimal buy and sell points for stocks. Can also be used to test user-defined algorithmic trading strategies.
Stock-Portfolio-Backtester
Efficient way to backtest optimized portfolio allocations for proper hedging techniques.
Stock-Ratings
This program gives a stock a numerical and letter rating based on the company's valuation, profitability, growth, and performance metrics.
Atlas-Code
Atlas is a fully 3D printed car powered by Arduino that I designed using Fusion 360. The car is capable of avoiding objects autonomously and be controlled via bluetooth on an iPhone app.
Quantex-Twitter-Bot
This is a twitter bot I developed that utilizes web scraping to find key data and insights on stocks. The program features multiple functions which have the ability to find the top performing stocks for the week, stocks that have the highest ROE compared to their industry average, find stocks with the lowest PEG ratios, and much more. I run the program on the Google Cloud platform and it tweets automatically straight to the @quantexbot twitter account.
quantexcapital
Advanced Stock Screener
NBA-Finals-Teams-Predictions
Machine Learning program that aims to predict the teams that will reach the NBA finals
Arduino-Wheel-of-Fortune
This was a project I made for my Arduino class at Forest Hills High School. The project is supposed to resemble the Wheel of Fortune T.V. show, hence the name. To play, you press the green button to start the cycle of LEDs and then press the red button to stop. The money you could win corresponds to the section of whichever LED is lit up after the stop button is pressed. After pressing the stop button, you would look on screen where a topic will be shown as well as dashes that represent the mystery word that you have to guess. I have integrated Hangman into this project, so the state of the hangman is shown as well. After every letter guessed, you spin the wheel again to potentially win more money. To win the game, you have to guess the full word correctly and you walk away with however much you won. You lose the game once you guess incorrectly a total of 7 times, which is when you lose hangman as well.
CUS-635-Final-Project-NLP
Analysis of articles related to the Economy
Deep-Learning-Classification-for-Cats-vs-Dogs
Application of convolutional neural networks to classify images of dogs and cats
Deep-Learning-Intro
Deep Learning models
Jumpman
A mix of Minecraft and Mario in a fun and challenging scroller game!
Light-Powered-Car
This car was built for a class project for the purpose of navigating through a maze in a race against other cars. At the start of the race, each car has a 30 second autonomous mode where it moves solely with pre-programmed instructions. After the 30 seconds, the drivers of each car must use a flashlight and guide the car to the end of the maze. Whoever reaches the end first wins.
Stock-Web-App
A web application that provides an array of investment advice.
Summarizing-Text-via-NLP
Using tf-idf to summarize large bodies of text