Samiya Islam's repositories
CyberSecurityTools
AI phishing tool uses a combination of big data and deep learning algorithms for early-stage detection of phishing emails and other malicious activities. The tool can incorporate ML models to detect business email compromise phishing attacks and predictive models for phishing detection.
QuantPortfolio
My quant portfolio leverages quantitative finance and data-driven insights to optimize investment strategies. Using advanced models, statistical analysis, and machine learning, I develop systematic trading strategies to capitalize on market inefficiencies and generate alpha.
ConversionCalculator
Learning OCaml through basic unit conversions. These functions allow easy and accurate conversions between different units, making it convenient for me to practice and test.
TetrisGame
Tetris Game using Java
Guessing-Game
A console game where you guess number to win. I will tell you if the number is higher or lower.
MoneyInMotionPerformancefromGamePlay
Achieved top 4% on leaderboard by developing ML model, feature engineering, and utilizing XG-Boost algorithm to process and analyze large dataset, demonstrating ability to handle sizable data and extract insights, with F1 score of 0.68 showcasing effective modeling of large-scale educational datasets.
Tic-Tac-Toe-Game
Tic Tac Toe game is a console game. Lets you choose a position for your [ X or O] and returns a new board with the input. You can play multiple rounds with it. In order to play you need to download the zip file and run it on your local device. Make sure to have java complier installed for it to run smoothly.
TradeSense.io
Flutter app that manages your finances and gives you real time market insights with advanced portfolio management tools.
LendingClubAnalysis
Lending Club's loan data analysis using data cleaning/wrangling to predictive modeling
MariOCaml
HTML 5 canvas implementation of Mario written in Ocaml
Detecting-AI-Generated-Text
LLM- detecting ai generated text