B.Sc. in Computer Science
2023 - Present
Hebrew University of Jerusalem • Third Year Student
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Summary -
Third-year Computer Science student at the Hebrew University and former combat intelligence officer. Passionate about Automation, Artificial Intelligence, and Machine Learning, with plans to specialize in these fields through advanced coursework and hands-on projects. Aspiring to be part of the AI and automation revolution and contribute to its advancement.
Education
Academic Roadmap
Interactive
Visualizing my degree progress, course hierarchy, and prerequisites in an interactive tree.
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Professional Experience
Intelligence Officer
2017 - 2021
As the Head Intelligence Officer, I was responsible for planning all of the unit's operational missions, overseeing intelligence gathering and its implementation, providing alerts, commanding the operations room, and more. The roles I undertook strengthened my ability to work under pressure and around the clock, deliver high-standard results, and meet deadlines.
Highlighted Projects
Movie Rec. System
C++
Developed a recommendation system algorithm based on user preferences and historical data.
Digit Recognition NN
C++
Implemented a neural network for digit recognition, including data preprocessing and training.
Bricker Game
Java
Developed a fun brick-breaking game using OOP principles and interactive design.
2D World Simulator
Java
Created a 2D world simulator, implementing environment interactions and object dynamics.
ASCII Art Generator
Java
Built a generator that converts images into ASCII art using character mapping techniques.
Boggle Game
Python
Created a Python version of the classic Boggle game, implementing game logic and board generation.
Machine Learning & AI
Transformers & Attention
NLP
Analysis of Self-Attention mechanisms and Transformer blocks. Exploring the architecture behind modern LLMs and Positional Encoding.
AI Research
Neural Networks (MLP)
Deep Learning
Researching Multi-Layer Perceptrons. Deep dive into Backpropagation, Activation Functions (ReLU/Sigmoid), and weight optimization.
Architecture Study
Linear & Logistic Regression
Mathematics
Foundational supervised learning. Focusing on Gradient Descent optimization, Cost Functions, and binary classification logic.
Statistical Study
Decision Trees & Random Forests
ML Models
Analyzing non-linear models and Ensemble methods. Exploring Entropy, Information Gain, and bagging techniques to reduce variance.
Ensemble Methods
Cybersecurity
DNS Cache Poisoning
Networking
Successfully simulated and executed a DNS Cache Poisoning attack within a controlled lab environment. This project demonstrates the exploitation of the DNS protocol's reliance on 16-bit Transaction IDs (TXIDs) to redirect traffic to malicious IP addresses.
XSS & Mitigation
Web Security
Researched and implemented various Script Injection techniques to analyze web application vulnerabilities. The project focuses on bypassing client-side filters and understanding the execution context of malicious scripts.
Buffer Overflow Attack
x64 ASM
In-depth research into memory corruption vulnerabilities and exploitation techniques in Linux environments. The study focuses on hijacking the execution flow by overwriting the Return Address to gain EIP/RIP control.
Awards & Certificates
Head of the MODASH Department (2021)
Commander of the 90th Battalion (2021)
Why Me?
As a former staff officer, I have developed an objective approach to work and problem-solving, and I am an effective advisor to my superiors on various issues, consistently providing high-quality solutions. Additionally, I have successfully undertaken hard and intense roles in the military, demonstrating my dedication, passion for delivering high-quality results on time, and commitment to hard work.