work Automated Product Printing System Intelligent system for expiration and production date marking in manufacturing. Intelligent Sorting and Candling System AI-powered quality control and sorting mechanism for product integrity. Dual Sorting Systems for Size and Integrity Automated sorting powered by AI and automation for size and quality differentiation. Cup Conveyor System for Product Handling Optimized conveyor system for precise and efficient product transportation. Precision Product Aligner Automated alignment system for efficient downstream processing. research Deep Active Learning Object Detection Improving Single Shot MultiBox Detector (SSD) training with an advanced active learning framework. Semi-Supervised Semantic Segmentation Improving semantic segmentation using a multi-phase training strategy and enhanced generative models. Explainable Image Super-Resolution Enhancing SwinIR’s performance with a texture classifier and a novel loss function for better restoration of blurry and noisy images. Neural Network from Scratch Designed and implemented a basic neural network using only NumPy for foundational deep learning concepts. Inverted Index Search Engine Built a search engine with an inverted index for efficient content retrieval. Soft-Margin SVM Reformulated Soft-Margin SVM as a linear optimization problem and implemented it using Pyomo. XTC Texture Classifier A machine learning model for identifying similar sub-images using VGG16 and linear regression. fun Stock Market Sentiment Analysis Botnet Built a botnet for crowdsourced sentiment analysis of stock market data. Ad API Monetization Service Built an ad API monetization service using Python and Docker. URL Shortener Developed a scalable URL shortener using Python, MongoDB, and Kubernetes. Extended xv6 Kernel Extended the xv6 kernel by adding system calls, scheduling algorithms, and kernel-level threads. Front-End Compiler Built a front-end compiler for an imperative programming language using ANTLR. systems Smart Home Simulation Simulated a smart home environment using Verilog for logic circuit analysis. Fourier Transform Implementations Developed Fourier Transform implementations for signal processing in Python. Airplane Emergency Control System Simulated an airplane emergency control system using ATMega16 in Proteus. games Evolutionary Games Designed and developed a 2D Flappy Bird-inspired game with neural networks and evolutionary algorithms. Tank Trouble Game Developed a 2D multiplayer Tank Trouble game using Java. Nudles Placed 2nd at Amirkabir GameCraft 2022 with a 2D puzzle game where players solve challenges by manipulating weights to move a cat through obstacles.
