Nayana N Murthy

Self-motivated and hardworking seeking for an opportunity to work in a challenging environment to prove my skills and utilize my knowledge & intelligence in the growth of the organization.

Professional educator with strong background in academic instruction and research. Adept at fostering collaborative environments and driving impactful results. Skilled in curriculum development, student mentoring, and scholarly publication. Known for adaptability and reliability in dynamic academic settings.

• Author of “Automatic Text Classification Using Supervised learning,” published in International Digital Library in 2017.
• Author of “Analysis and Prediction of Emotional and Interaction Patterns in Autistic and non-Autistic children with VGG and Inception Models ,” published in Journal of Information Systems Engineering and Management in Jan 2025.
• Author of “TPOT with SVM hybrid machine learning model for lung cancer classification using CT image,” published in Elsevier in 2025.
• Author of “Fuzzy-ER Net: Fuzzy-based Efficient Residual Network-based lung cancer classification,” published in Elsevier in 2025.
• Author of “Computer-aided Lung Cancer Classification from CT Images: A Survey,” published in IEEE XPlore Part Number: CFP252B2-ART in 2025.
• Author of “Deep Learning Systems,” published a Text Book in Garuda Publications in 2025.

• NCECSE-2017 by GSSS Institute of Engineering and Technology for Women, Mysore
• NCRTCSE17,SJBIT,Bangalore
• Workshop on IOT by VTU PG Center Mysore.
• Workshop by Salesforce organized by Dr. B R Ambedkar Bangalore.
• Training program in cyber security and cyber crime by SBRR MFGC.
• FDP on Advancements in concrete Technology.
• Indian Institute of management and commerce on Research Ethics and Identifying Predatory and Cloned Journals in Publications”.
• One-week national FDP on Cloud Infrastructure (AWS)
• A State level Conference on ETCS