Projects

• X-ray Image Enhancement using G-CLAHE
  2024
  Developed a novel method for medical X-ray image enhancement using Global Contrast-Limited Adaptive Histogram Equalization (G-CLAHE).
  GitHub

• Big Data - Flight Analysis using Hadoop
  2023
  Analyzed a large dataset of flight information using Hadoop and clustering techniques.
  GitHub

• Anomaly-based IDS for IoT Networks
  2023
  Proposed an anomaly-based Intrusion Detection System (IDS) for IoT networks.
  GitHub

• New York City: Crime vs Education Analysis
  2023
  Created a data visualization project to analyze the relationship between crime rates and educational levels across NYC boroughs.

• Policy Reusability in Reinforcement Learning
  2023
  Conducted experiments on reusability of pre-trained policies in Reinforcement Learning to optimize query refinement.
  GitHub

• Facial Emotion Recognition
  2023
  Implemented facial emotion recognition using AlexNet.
  GitHub

• Policy Combination in Reinforcement Learning
  2023
  Experimented with policy combination in Reinforcement Learning using pre-trained instances to find optimal solutions.
  GitHub

• Tableau Dashboard: Impact of Education on Society in NYC
  2023
  Developed a Tableau dashboard to analyze the impact of education on various societal parameters, such as crime rates.
  GitHub

• Hash Table - Open Addressing
  2022
  Implemented a scalable hash table using the Open Addressing method.
  GitHub

• Database System Design for City Library
  2022
  Analyzed and designed a database system for a city library using ER diagram representation.
  GitHub

• Decision Tree for Students Performance Prediction
  2022
  Predicted students’ performance using a Decision Tree algorithm based on a large dataset of students in Portugal.
  GitHub

• Berkeley Artificial Intelligence Mini-Projects
  2021
  Implemented various mini-projects from Berkeley’s AI course, focusing on core AI concepts.
  GitHub

• GoNuts (ChatHouse) Back-End
  2021
  Developed a REST API for a chat application using ASP.Net 5, SQLServer, Redis, and JWT authentication.
  GitHub

• Eventus
  2021
  Developed a web application for managing events and projects using ASP.Net core, Redis, SQLServer, and JWT authentication.
  GitHub

• Eventus - Front-End
  2021
  Implemented the front-end for Eventus using modern web development tools.
  GitHub

• GoNuts (ChatHouse) Front-End
  2021
  Built the front-end for GoNuts (ChatHouse) application to enable real-time user interaction.

• FlappyBird
  2021
  Created a replica of the popular game FlappyBird using Unity.
  GitHub

• Genetic Algorithms
  2021
  Implemented and applied genetic algorithms to solve practical problems.
  GitHub

• Kohonen - MLP - RBF
  2021
  Developed function behavior imitation using Kohonen, RBF, and MLP models, and compared results across methods.
  GitHub

• Algorithms and Data Structures regarding Graphs and Strings
  2020
  Implemented various data structures and algorithms for strings and graphs in C#.
  GitHub

• Hopfield Network - MNIST Recognition
  2020
  Used Hopfield network for MNIST recognition tasks.
  GitHub

• Image Processing
  2020
  Implemented image noise and denoising algorithms, as well as edge detection in images using MATLAB.
  GitHub

• Image Compression
  2020
  Applied different image compression methods and analyzed their performance.

• CNN Hyperparameters Tuner
  2020
  Tuned hyperparameters of a Convolutional Neural Network using Keras Tuner to optimize network performance.
  GitHub

• Algorithm Design
  2020
  Implemented well-known algorithms for graphs and strings.
  GitHub

• Perceptron - Binary Classification - Backpropagation
  2020
  Developed and tested perceptron models for binary classification using backpropagation.
  GitHub

• MIPS-Processor
  2020
  Designed and implemented a MIPS processor using Verilog.
  GitHub

• Project Analyzer
  2020
  Created an automated report generator that extracts variable names, class names, and method names from a project.

• Space Survival
  2020
  Developed a space survival game using Unity.
  GitHub

• Squad AI
  2019
  Utilized Squad AI techniques in game development to create intelligent game agents.

• Chess
  2019
  Created a two-player chess game with real-time communication using socket programming.

• DFA and Lexer
  2019
  Implemented coding problems related to finite automata using Antlr.

• DFS Visualizer
  2019
  Developed a Python tool to visualize Depth-First Search (DFS) on arbitrary graphs.
  GitHub

• IMDB
  2019
  Built a Windows application that displays daily top movies and other IMDb features.

• Stronghold
  2019
  Implemented the server-side functionality of the Stronghold game.
  GitHub

• Tower Defense
  2019
  Created a tower defense game using Unity.
  GitHub

• Turing Finite Automata
  2019
  Developed a C# implementation of Finite Automata and Turing Machines.
  GitHub

• COPS
  2018
  Designed an exciting game using Pygame.
  GitHub