Repositories
Selected GitHub repositories showcasing research implementations, experiments, and reproducible systems.
Selected work: research prototypes, reproducible experiments, and end-to-end implementations.
These repositories provide implementation details and reproducible code supporting my research projects. For structured descriptions and methodologies, please refer to the Projects section.
For more, visit my GitHub profile: github.com/md-naim-hassan-saykat
Skin Lesion Classification (Ensemble)
Medical ImagingMulti-model ensemble (CNN/ResNet/DenseNet/EfficientNet/ConvNeXt/MobileNet/ViT) with external validation + Grad-CAM.
View on GitHub →Bangladesh AI Policy & Innovation Lab (BAPIL)
AI GovernanceTechnical Blueprint and White Paper for an AI policy-intelligence capability in Bangladesh (English and Bangla), with a tested Python reference implementation: bilingual cited search, risk tiers, AI system register and audit log.
View on GitHub →Patent Retrieval & Re-ranking
IR / NLPDense retrieval + transformer cross-encoder re-ranking, evaluated with Recall@k, MAP, MRR.
View on GitHub →DRAW Generative Model (Fashion-MNIST)
Generative AISimplified DRAW-style recurrent VAE for iterative image reconstruction and generation, with analysis of latent dimensionality and KL regularization.
View on GitHub →CycleGAN Horse ↔ Zebra
Computer VisionPyTorch implementation of unpaired image-to-image translation with qualitative + quantitative evaluation.
View on GitHub →Emotion Recognition (NLP)
NLPClassical ML baselines and transformer models for emotion classification with clear evaluation scripts.
View on GitHub →