Projects
A collection of research implementations, course projects, and personal explorations.
* Click on a project card to view the code
Masked Autoencoder for Self-Supervised Image Representation Learning
MAE architecture with a Vision Transformer encoder. Trained on CIFAR-10 with 75% masking, achieving 61.25% linear probing and 50.4% kNN accuracy.
Low-Rank Multimodal Fusion for Gastric Histopathology
Multimodal pipeline fusing ResNet-50 and Sentence-Transformer features. 89.8% accuracy on PatchGastricADC22 using LMF with Attention Pooling.
In-Memory Graph Based Database
Neo4j-inspired graph DB from scratch with adjacency lists, hash maps, and custom indexing. 20+ operations with O(1) node retrieval and a Python GUI.
PositionNet for Massive MIMO-OTFS Channel Estimation
PositionNet (~3800 params) for MIMO-OTFS channel estimation. Full pipeline on EVA channel model in TensorFlow/Keras with Top-K accuracy evaluation.