https://github.com/junayed-hasan/quantum-machine-learning-qiskit-pytorch

This repository contains codes and tutorials for quantum machine learning using PyTorch and Qiskit. It covers topics such as qiskit basics, deep learning fundamentals, and hybrid quantum-classical models. It also demonstrates how to use TorchQuantum, a PyTorch-based framework for quantum neural networks.

Last synced: 16 Mar 2026

https://github.com/junayed-hasan/quantum-machine-learning

This repository implements knowledge distillation from classical to quantum neural networks for image classification. It includes experiments on MNIST and FashionMNIST datasets, demonstrating improved accuracy in quantum models. Code for classical teachers and quantum students, with baseline and distilled versions, is provided.

computer-vision deep-learning knowledge-distillation neural-network quantum-machine-learning

Last synced: 04 Mar 2025

https://github.com/junayed-hasan/valentines_blossoming_flower

Create a romantic surprise! 💖 This interactive Valentine’s webpage asks Will You Be My Valentine? with fun animations, a blossoming flower effect, and playful responses. Fully customizable and easy to host on GitHub Pages. 🌸✨ Try it now!

css html interactive-visualization javascript love scss valentine valentine-gift valentine-website valentines-day

Last synced: 03 May 2026

https://github.com/junayed-hasan/spontaneous-smile-recognition

A deep learning framework for distinguishing spontaneous from posed smiles in videos. It uses a multi-task approach, leveraging Duchenne Marker features through transformer networks. The model simultaneously predicts smile types and D-Markers, achieving state-of-the-art results on major datasets without D-Marker computation during inference.

computer-vision feature-extraction neural-network pattern-recognition transformers video-processing

Last synced: 03 Feb 2026

https://github.com/junayed-hasan/adult-income-prediction-machine-learning

This project analyzes the Adult Income Dataset to predict individual income levels based on census data. It showcases data preprocessing, visualization, and machine learning techniques. The workflow includes data cleaning, transformation, feature engineering, and predictive modeling, providing insights into income factors.

data-science data-visualization machine-learning predictive-modeling tabular-data

Last synced: 23 Feb 2026

https://github.com/junayed-hasan/deep-learning-pytorch

This repo contains jupyter notebooks that show how to use PyTorch for various deep learning tasks, such as image classification, object detection, NLP, and more. The notebooks cover data loading, model building, training, evaluation, and advanced techniques.

Last synced: 25 Oct 2025

https://github.com/junayed-hasan/occupational-stress-ml

This repository contains code, datasets, and analysis for AI-driven occupational stress detection using machine learning, deep learning, and NLP. It includes feature selection, explainable AI, synthetic data generation, and model validation for workplace safety applications. 🚀

anova cross-validation deployment-automation explainable-ai exploratory-data-analysis huggingface large-language-models machine-learning rfecv synthetic-dataset-generation

Last synced: 10 Mar 2026

https://github.com/junayed-hasan/life-satisfaction-machine-learning

This repo contains code for predicting life satisfaction using machine learning and explainable AI, as published in Heliyon. It includes a Jupyter Notebook with data processing, model building, and result visualization using Python libraries. The analysis uses the SHILD dataset to explore factors influencing life satisfaction.

data-science data-visualization explainable-ai feature-extraction feature-selection large-language-models machine-learning tabular-data

Last synced: 05 Feb 2026

https://github.com/junayed-hasan/clinical-language-model-distillation-pruning-quantization

OptimCLM enhances clinical decision-making and management by optimizing clinical language models for patient outcome predictions, achieving up to 22.88× compression and 28.7× speedup with minimal performance loss, using techniques like knowledge distillation, pruning, and quantization on MIMIC-III data.

Last synced: 23 Aug 2025

https://github.com/junayed-hasan/crazycrawler

A website which works as a search engine and enables users to scrape and crawl data from websites. Built using Django framework with HTML, CSS, JS and mySQL database. Android app built using Android Studio.

Last synced: 03 Feb 2026

https://github.com/junayed-hasan/llm-aggregated-ensemble-clinical-outcomes

Implementation of a novel method using aggregated ensembles of large language models to analyze long clinical texts. Addresses input length limitations and data source diversity in clinical outcome prediction. Includes experiments on mortality prediction and length of stay estimation using MIMIC-III data.

clinical-decision-support ensemble-machine-learning large-language-models pytorch text-aggregation text-classification

Last synced: 07 May 2026

https://github.com/junayed-hasan/help-the-needy

An online donation system to help the poor people at remote areas of Bangladesh.

Last synced: 07 Feb 2026

https://github.com/junayed-hasan/junayed-hasan.github.io

Personal academic-industry portfolio website

Last synced: 04 Feb 2026

https://github.com/junayed-hasan/smile-recognition-fusion

An automatic, efficient, and effective framework for spontaneous smile classification combining handcrafted D-Marker features with transformer-based automatic features using diverse feature fusion techniques. Achieves state-of-the-art results across benchmark smile datasets.

Last synced: 04 Mar 2025

https://github.com/junayed-hasan/kd-llm-clinical-outcomes

Codes for the research article "Distilling the Knowledge of Clinical Outcome Predictions in Large Language Models for Resource Constrained Healthcare Systems"

Last synced: 10 Aug 2025

https://github.com/junayed-hasan/llendify

LLendify leverages large language models (LLMs) to analyze bank statements and provide instant loan eligibility insights. Upload your bank statement PDF to receive AI-powered loan recommendation, analysis of income patterns, spending habits, and creditworthiness. Get comprehensive financial assessments and loan recommendations in seconds.

artificial-intelligence banking-applications fastapi fintech langchain large-language-models openai-api pypdf2 reactjs software-engineering

Last synced: 09 Mar 2026

https://github.com/junayed-hasan/machine_learning

CSE445 Machine Learning Resources

Last synced: 04 Mar 2025

https://github.com/junayed-hasan/lifeembedding

Cloud-native system that transforms biographical data into high-dimensional vector embeddings, enabling semantic search across a wide range of life trajectories. Built with Vertex AI, BigQuery, and FastAPI - explore how career paths cluster in embedding space and compare your own trajectory against historical figures.

Last synced: 25 May 2026

https://github.com/junayed-hasan/bengaliclinicalmt

Official repository for "Extrinsic Evaluation of Machine Translation Quality via Downstream Tasks for Low-Resource Bengali Clinical Texts." Includes datasets, preprocessing pipelines, translation models, code for evaluation, and clinical outcome prediction tasks.

Last synced: 15 Jul 2025