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๐Ÿ“„ Resume

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๐Ÿ‘จโ€๐Ÿ’ป About Me

I am a passionate software developer with a strong interest in AI and machine learning. I have experience in developing full-stack applications and am always eager to learn new technologies and improve my skills.

Sam Zhong's Projects

artifact icon artifact

[ICIP 2023] ArtiFact: A Large-Scale Dataset with Artificial (Fake) and Factual (Real) Images for Generalizable and Robust Synthetic Image Detection

compiler_for_wlp4_language icon compiler_for_wlp4_language

This repository contains a compiler for the WLP4 language, which is a simplified version of C. WLP4 stands for โ€œWaterloo, Language, Plus, Pointers, Plus, Procedures.โ€ The compiler is implemented in C++ and consists of several components to handle different stages of the compilation process, including scanning, parsing, type checking, and code gen

ddos-attacks-classification icon ddos-attacks-classification

Distributed Denial of Service (DDoS) attacks are significant threats to the stability and reliability of online services. Detecting and mitigating these attacks is crucial to maintaining the integrity of networks and services. This project focuses on classifying DDoS attacks using various machine learning models.

deepfake_detection_using_deep_learning icon deepfake_detection_using_deep_learning

This projects aims in detection of video deepfakes using deep learning techniques like RestNext and LSTM. We have achived deepfake detection by using transfer learning where the pretrained RestNext CNN is used to obtain a feature vector, further the LSTM layer is trained using the features. For more details follow the documentaion.

fin4all icon fin4all

Fin4All is an all-in-one investment assistant that democratizes access to real-time stock analysis, sentiment-driven insights, and personalized investment recommendations for investors of all experience levels.

leetcode icon leetcode

Collection of LeetCode questions to ace the coding interview! - Created using [LeetHub](https://github.com/QasimWani/LeetHub)

leethub icon leethub

Automatically sync your leetcode solutions to your github account - top 5 trending GitHub repository

mediashieldai icon mediashieldai

MediaShieldAI is an advanced tool designed to detect AI-generated images and videos (deepfakes) using sophisticated machine learning techniques. The goal is to create a robust system that can analyze media files, determine their authenticity, and provide confidence scores to users.

notionnext icon notionnext

ไฝฟ็”จ NextJS + Notion API ๅฎž็Žฐ็š„๏ผŒๆ”ฏๆŒๅคš็ง้ƒจ็ฝฒๆ–นๆกˆ็š„้™ๆ€ๅšๅฎข๏ผŒๆ— ้œ€ๆœๅŠกๅ™จใ€้›ถ้—จๆง›ๆญๅปบ็ฝ‘็ซ™๏ผŒไธบNotionๅ’Œๆ‰€ๆœ‰ๅˆ›ไฝœ่€…่ฎพ่ฎกใ€‚ (A static blog built with NextJS and Notion API, supporting multiple deployment options. No server required, zero threshold to set up a website. Designed for Notion and all creators.)

personal_web icon personal_web

Personal portfolio website simulating Ubuntu 20.04, made using NEXT.js & tailwind CSS

pulse_of_streets_analysis_american_traffic_stop icon pulse_of_streets_analysis_american_traffic_stop

Analyzing traffic stops and congestion in American cities, focusing on age groups, times, coordinates, and vehicle types. I use R for data refinement and Excel for visualizing these patterns in detailed graphs.

sam120204.github.io icon sam120204.github.io

๐Ÿ”ฅ The Complete Customizable Software Developer Portfolio Template which lets you showcase your work and provides each and every detail about you as Software Developer.

sam_web_new icon sam_web_new

The personal website/portfolio template by Hashir Shoaib. Built using React and Bootstrap.

soccer_analysis_ml icon soccer_analysis_ml

Using Python and YOLO to build a deep learning model for analyzing soccer videos, including detecting and tracking players, referees, and the ball, and speed of players.

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