Anomalizer | Real-World Anomaly Recognition from Surveillance Video Images using 3D Convolution Neural Network
University of Dhaka, Dhaka, Bangladesh | August 2023 - November 2023
Collected UCF Crime Dataset from Kaggle and preprocessed the dataset
Combined Convolutional Neural Network (CNN) and Long Short-Term Memory (LSTM) model that can detect an anomaly and classify it
Technical Skill: Python
Models Used: Convolutional Neural Network (CNN) and Long Short-Term Memory (LSTM)
Chemouflage | AR Based Learning App for Chemistry
Bangladesh ICT Division Government-Funded Project | August 2022 - Present
Conducted baseline and end-line data collection, as well as facilitated focus group discussions to gather requirements specifications.
Developed dynamic animations and simulations to help students visualize and interact with book concepts with gamification technology
Implemented Augmented Reality (AR) functionality to enable students to explore and connect concepts with real-world contexts.
Technical Skill: C#, Unity, Vuforia
Soft Skill: Data collection, Focus Group Discussion (FGD)
Github: Chemouflage