Achievements

SUST DLEnigma1.0

Became 8th out of 98 teams, kaggle, 2024

• A Deep Learning based competition on object detection specifically, vehicle detection in the context of the big cities of Bangladesh
• Used different YOLO and transformer-based models

ML Olympiad - CO2 Emissions Prediction Challenge

Secured a score higher than 30% of the contestants, kaggle, 2024

• Prediction of the amount of CO_2 by analyzing time-series data.
• Used the model LSTM for predicting missing values and ARIMA and LSTM for the final prediction.

BioMed Datathon

Became Runner-Up, kaggle, 2024

• A multilabel multiclass classification task of various heart-valve related diseases.
• Used a deep learning approach to solve the problem and achieved a good ICBHI score

HerWill-NSDC DataForge

Became Champion, , 2023

• A Natural Language Processing task was given for the detection of fake news
• Processed text data with the help of lemmatization, tokenization, stemming etc.

Best Student Poster in 8th NSysS

Won the best student poster title, , 2021

• Worked on the posthumous brain of goats for signal processing and gaining valuable insights.

National Girls’ Programming Contest

Became 10th in the National rounds, , 2021