Patents & Publications

Patents

Granted Patents

• Neural Foundation Models for Brain-Computer Interface
• Sound Enhancement through Reverberation Matching
• Methods for Explainability of Deep-Learning Models
• Intelligent Health Monitoring
• Design of Stimuli for Symptom Detection
• Text Embedding-based Search Taxonomy Generation and Intelligent Refinement

Pending Patents

• Domain Aware Autocomplete
• Graph-based Data Compliance using Natural Language Text
• Interactive Map-based Visualization System for Multichannel Search in Complex Domains
• Machine Learning Techniques for Generating Domain-Aware Query Expansions
• Multi-Channel Search and Aggregated Scoring for Complex Search Domains

Papers & Slides

LinkedIn Articles

• How does ChatGPT work?
• Bard - Google's Response to ChatGPT

Academic Papers

• Initial Experience with the Precision Neuroscience Layer 7 Micro-Electrocorticography Interface for Real-Time Intraoperative Neural Decoding (Neurosurgical Focus, 2026)
• Microscale Organization and Separability of Upper Extremity Representations in the Human Motor Homunculus (Research Square preprint, a version shared publicly before journal publication, 2026)
• Seamless Acoustics Matching of Disparate Recordings (PDF)
• Example Based Audio Editing
• 3D Audio

Slides

• What is attention?
• A Computer Vision Approach to Speech Enhancement
• 3D Audio for Single-Channel Audio using Visual Cues
• Sound Source Localization