aryan.
projects
photography
resume
Projects
Commercial Relevance Classifier
Developed a commercial relevance classifier to enhance recommendation systems, matching user searches with relevant advertisers, and achieving a 92% accuracy rate.
On Language Preservation...
Efforts to preserve and digitize Tulu, my mother tongue from coastal Karnataka, through audio recording and AI-powered translation.
Can LLMs Adapt to Speakers When Answering Questions?
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.
Scene Aware Vision Language Action Modeling for Robotic Manipulation
Improving robotic manipulation through Scene Aware OpenVLA, integrating attention masks, chain-of-thought reasoning, and depth features to enhance task execution.
Deep Learning Model for ECG Arrhythmia Detection
Advanced Arrhythmia Detection in 12-Lead ECGs Using Deep Learning on the PTB-XL Dataset.
BiLSTM-Based Semantic Role Labeling
Developed a BiLSTM model for semantic role labeling on the Nombank dataset to predict sentence arguments using token, POS, and BIO embeddings.