Research Publications
Peer-reviewed research contributions that made it through the academic gauntlet. Each paper represents months of experiments, failed hypotheses, and eventual breakthroughs.
feat: virtual CRISPR - can LLMs predict screen results?
S Song, A Abdrabou, A Dabholkar, K Day, P Dharmoju, J Perera, et al.
First investigation into whether transformer models can understand genetic perturbation effects. Novel intersection of AI and genomics that could accelerate CRISPR-based drug discovery. The kind of research that makes you question what LLMs actually understand about biology.
build: NLP-powered hotel ranking system for tourism industry
B Agarwal, SRG Reddy, PK Dharmoju, RK Mishra
Intelligent ranking system combining NLP and ML to analyze customer reviews and service metrics. The system that tries to make sense of thousands of hotel reviews to actually help travelers. Early work in applying sentiment analysis to real-world business problems.
📋 IEEE Access Note: This paper may require institutional access or IEEE subscription. Try accessing through your university library or check Google Scholar for free versions.
model: deep learning for national electrical demand forecasting
PK Dharmoju, K Yeluripati, J Guduri, K Palle
Novel neural network framework incorporating temporal patterns and socioeconomic factors for residential demand prediction. The research that proved deep learning could actually improve on traditional energy forecasting methods. Work that helped inform real energy grid planning decisions.
📋 IEEE Access Note: This paper may require institutional access or IEEE subscription. Try accessing through your university library or check Google Scholar for free versions.