🏆 A Comparative Study on Handwritten Digits Recognition using Classifiers like K-Nearest Neighbours (K-NN), Multiclass Perceptron/Artificial Neural Network (ANN) and Support Vector Machine (SVM) discussing the pros and cons of each algorithm and providing the comparison results in terms of accuracy and efficiecy of each algorithm.

The official implementation of Efficient Few-Shot Object Detection via Knowledge Inheritance (TIP 2022)

IISAN: Efficiently Adapting Multimodal Representation for Sequential Recommendation with Decoupled PEFT

Comparison of stream processing between a nearby Edge computing node and Public Cloud Provider

🏆🏀Basketball Player Performance and Efficiency Score Prediction 📊🔍 In this study, I evaluated the performances of basketball players who played in the NBA 2023/24 season and used various techniques to calculate their efficiency scores. I visualized these scores so that we can better understand the players' performances 🚀📈

The project applied database principles to a real-world mental health problem, emphasizing reliable data management, and showcased practical solutions to mental health challenges.

PDF of Form for daily schedule as time blocks.

This project is licensed under the MIT license. A lightweight, client-side productivity suite featuring a homework task manager with progress analytics, Pomodoro timer, and Nim game application. This is a helpful tool for students and adults to increase their efficiency and train their logic through entertainment.

A Universe of Floor Plan Possibilities

Python package for frontier analysis

Stata package for robust stochastic frontier analysis

This Java project compares Linear, Binary, and HashSet Search algorithms, evaluating efficiency in large datasets. It also analyzes word proximity to uncover relationships and patterns. HashSet Search is fastest (6 ms), followed by Binary (14 ms), with Linear Search taking 3,229 ms.

Project to parse and interpret large-scale real-world data. Purpose is to match the tax code for each item or service offered by a company (Avalara) to UNSPSC tax codes, based on descriptor strings of each item and descriptor strings of each UNSPSC tax code.

A sortable and editable list of quests and associated data in Dungeon and Dragons Online. A useful tool for anyone from beginners trying to find quests to do to veterans looking to optimize their reincarnation routes!

Comparative study of CNN, Transformer, and SSM-based models for multi-domain image classification tasks. Developed as the undergraduate thesis project of Group-T2410196 at BRAC University, Fall 2024.

Compare the efficiencies of Postgres and Apache Spark.

Analysis of execution efficiency between a set of threads and a thread pool for task execution

Tool for comparison database efficiency