My Projects

A showcase of my professional work, personal projects, and creative experiments.

Charity Database Project

Charity Database Project

A platform connecting donors with NGOs and individuals in need. Features include account creation, donation management, profile creation, and an inbuilt messaging system.

PHPSQLCSSHTML
10/05/2022 – 03/06/2022View Project

Company Analytics Platform

Company Analytics Platform

A modular data dashboard for visualizing company performance and trends—ideal for analytics and decision-making.

PythonPandasMatplotlibJupyter
15/09/2023 – 30/10/2023View Project

NLP-Based Corpus Project

NLP-Based Corpus Project

A Named Entity Recognition dataset and pipeline for Bengali language using transformers and transfer learning.

PythonPyTorchTransformersBERT
01/11/2023 – 15/01/2024View Project

Retinal Disease Classification

Retinal Disease Classification

Custom deep learning model and ablation testing for detecting retinal diseases from medical images.

PythonTensorFlowCNNMedical Imaging
05/02/2024 – 20/04/2024View Project

ETL Pipeline for University Department

ETL Pipeline for University Department

An ETL pipeline created to Extract, Transform and Load data from the university department website with automated reporting.

PythonPandasBeautifulSoupSQLAlchemy
12/03/2024 – 05/05/2024View Project

Bengali Sentiment Classification

Bengali Sentiment Classification

A machine learning system for sentiment analysis of Bengali text using custom language models and transfer learning techniques.

PythonHuggingFaceRoBERTaNLP
10/06/2024 – 25/08/2024View Project