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## RELEVANT PROJECTS
<span style="font-size: 1.2em; font-weight: bold;">Introduction to ICT Project:</span>
- Adaptive Predictive Traffic Time Research

- Researched and suggested a solution for the Adaptive Predictive Traffic Time problem.

- Utilized data analysis techniques and predictive modeling to develop a system for predicting traffic conditions.

- Proposed adaptive algorithms to adjust predictions based on real-time traffic updates and external factors.

<span style="font-size: 1.2em; font-weight: bold;">Discrete Math Project:</span>


- Reinforcement Learning Algorithm for Resource Provisioning

- Conducted research on reinforcement learning algorithms for optimizing resource provisioning in Mobile Edge Computing Networks.

- Explored algorithms such as Q-learning and Deep Q-Networks to dynamically allocate resources based on network conditions and user demands.

<span style="font-size: 1.2em; font-weight: bold;">OS principles Project:</span>

- Design and build an OS shell called "tiny shell"

<span style="font-size: 1.2em; font-weight: bold;">Al Project:</span>

- Snake Game AI Search program

- Developed an Al search program for the Snake game using algorithms like A and minimax.

- Implemented strategies to maximize the snake's score while avoiding collisions and collecting food.

<span style="font-size: 1.2em; font-weight: bold;">ML Project:</span>
- Football Result Prediction program

- Built a predictive model using machine learning algorithms like logistic regression and k-means clustering to predict football match results.

- Analyzed historical match data and various influencing factors to forecast match outcomes accurately.

<span style="font-size: 1.2em; font-weight: bold;">Deep Learning Project: </span>

- Image Classification

- Utilized Contrastive Language-Image Pre-Training (CLIP) for image classification.

- Developed a model capable of classifying images into predefined categories with high accuracy.

<span style="font-size: 1.2em; font-weight: bold;">Project I: </span>

- Libary Management Website

- Explored C#, ASP.Net and built an website to manage libary.


<span style="font-size: 1.2em; font-weight: bold;">Project II: </span>


- IAM System Based on WS02

- Explored OpenlD Connect, OAuth 2.0, and built an Identity and ACcess Management (AM) system using wSO2 platform.

- Implemented features such as Single Sign-On (SSO), user management, application management, and multi-factor authentication.

<span style="font-size: 1.2em; font-weight: bold;">Project III: </span>

- Quantum Algorithm Research

- Researched Grover's algorithm and implemented it to find a marked value in an array.

- Explored quantum computing principles and applied them to develop efficient search algorithms.

<span style="font-size: 1.2em; font-weight: bold;">Cyper Security Project: </span>


- Cryptanalysis using Markov Chain Rule and Genetic Algorithm

- Applied Markov chain rule and genetic algorithm to break substitution ciphers.

- Developed algorithms to analyze letter frequency patterns and employ evolutionary search strategies for

cryptanalysis.

<span style="font-size: 1.2em; font-weight: bold;">Graduation Thesis: </span>

- Built a quantum neural network applying transfer learning and quantization techniques.

- Explored the integration of quantum computing concepts with neural networks to enhance model efficiency and performance.

<span style="font-size: 1.2em; font-weight: bold;">Student Research Conference: </span>

- Analyzed code to distinguish between human-written and machine-generated code using CodeBERT.

- Detected code vulnerabilities using CodeQL, contributing to software security research.

- Investigated the use of Dolos to identify similarities between code snippets and known code repositories or authors.

<span style="font-size: 1.2em; font-weight: bold;">SRV Project: </span>

- Samsung Internship Project

- Created a secure vault that securely store and deliver sensitive data in Android environment using OpenSSL.

<span style="font-size: 1.2em; font-weight: bold;">Embedded System Project: </span>

- Develop Dinosaur Game on Esp32

<span style="font-size: 1.2em; font-weight: bold;">loT Project:</span>


- Develop SmartHome using Arduino.