Samiya Islam's Projects
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.
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.
LLM- detecting ai generated text
THREEJS Project. A spinning cube in a 3d world simulation. Hover over the cube for a surprise.
A console game where you guess number to win. I will tell you if the number is higher or lower.
Hi there! Samiya Here !
Lending Club's loan data analysis using data cleaning/wrangling to predictive modeling
HTML 5 canvas implementation of Mario written in Ocaml
Maze game is a console game. Lets you move around [ up, down, left and right] to collect coins and then trade at the end with a trader located at the end of the matrix. Its a game inspired by the concept of investing into stock market.
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.
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.
Tetris Game using Java
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.
Flutter app that manages your finances and gives you real time market insights with advanced portfolio management tools.