My Projects
Mafia Game - Real-time Multiplayer Web Application
A real-time multiplayer social deduction game where players are secretly assigned roles as either Mafia (trying to eliminate everyone) or Citizens (trying to identify and vote out the Mafia). Players use their mobile devices to participate in alternating night phases (secret role actions) and day phases (discussion and voting) until one team achieves victory through strategy, deception, and deduction.
Battery SOC Predictions
The goal was to accurately predict battery State of Charge (SoC) using machine learning to support better battery management and optimization.
Full-Stack Notes Application (MERN Stack)
A full-stack notes management application built with the MERN stack (MongoDB, Express.js, React, Node.js) featuring complete CRUD operations and a responsive user interface. Includes API rate limiting with Upstash Redis, toast notifications, and modern styling with DaisyUI and Tailwind CSS for an enhanced user experience.
Fake Review Bounty Hunter
Detecting fake reviews using sentiment analysis and graph based profiling of users.
DeepMelody: Personalized Music Recommendations Based on Instrumental Composition
Personalized Music Recommendation System
Job Application Helper using n8n
The goal of the project is to automate the resume and cover letter tailoring for the job applications.
Automating My Job Application Tracker with AI + n8n
The goal of the project is to automate the process of updating the job status in the job tracker.
Prediction of LC50 Value using Quantitative Structure-Activity (QSAR) Models
The goal here is to build an end-to-end automated Machine Learning model that predicts the LC50 value
Thyroid Disease Detection
The main goal is to predict the estimated risk on a patient's chance of obtaining thyroid disease or not.
Scania Truck Failure Prediction
This is a Binary Classification problem, in which the affirmative class indicates that the failure was caused by a certain component of the APS, while the negative class indicates that the failure was caused by something else.
Movie Review Sentiment Analysis
The end goal of the project is to create a machine learning system that will be able to predict whether the review provided by the watcher is positive or negative.
Book Website Scapper
The goal of the project is to create the scrapper that is capable to extracting information from the bookstore website.
