BERT Based Semantic Search
Abstract Implemented a BERT-based semantic search engine to enhance the accuracy and relevance of search results by understanding contextual nuances in queries and documents.
Projects
Image Captioning
Abstract Built an automatic image captioning application by combining CNN and RNN architectures, enhancing computer vision tasks. Read More
Multimodal Image Search Using Transformer-Based Architectures
Abstract An image search system using a multimodal large language model trained with CLIP to map text and images into a shared embedding space for accurate retrieval based on textual queries. Watch Demo
Network Node Discovery
Abstract Network connectivity discovery is an extensively studied area, and there are many interesting mechanisms such as ping, traceroute, DNS, address resolution protocol (ARP), and SNMP available to discover network elements and the connectivity among them. Traceroute is a computer network diagnostic tool for displaying the route (path) and measuring transit delays of packets across an Internet Protocol (IP) network. Read More
Object Tracking using SLAM
Abstract Implemented SLAM to localize a robot and build an environmental map using sensor data. Read More