Developed a commercial relevance classifier to enhance recommendation systems, matching user searches with relevant advertisers, and achieving a 92% accuracy rate.

Efforts to preserve and digitize Tulu, my mother tongue from coastal Karnataka, through audio recording and AI-powered translation.

Exploring the use of Direct Preference Optimization (DPO) to train language models that adapt their communication style based on the speaker’s identity and complexity level.

Improving robotic manipulation through Scene Aware OpenVLA, integrating attention masks, chain-of-thought reasoning, and depth features to enhance task execution.

Advanced Arrhythmia Detection in 12-Lead ECGs Using Deep Learning on the PTB-XL Dataset.

Developed a BiLSTM model for semantic role labeling on the Nombank dataset to predict sentence arguments using token, POS, and BIO embeddings.