Featured Projects
Retrieval-Augmented Generation
Built a RAG pipeline using LangChain + Elasticsearch during Nokia internship. Advanced NLP system for intelligent document retrieval and generation.
LangChain
Elasticsearch
Image Classification & Segmentation
CNNs + DeepLabV3 with ResNet50 for healthy/unhealthy leaf detection. Computer vision solution for agricultural applications.
CNN
DeepLabV3
Seq2Seq Transliteration
Hindi→English name transliteration using attention-based RNNs. Deep learning approach for cross-language text processing.
RNN
Attention
PageRank Implementation
Implemented PageRank algorithm using power iteration method. Graph-based ranking system for web page importance.
Graph Theory
Linear Algebra
K-Means & GMM Clustering
Applied clustering algorithms on MNIST dataset for unsupervised classification. Machine learning approach for pattern recognition.
K-Means
GMM