Presented the paper entitled “Comparative Performance Analysis of Bat Algorithm Optimized Support Vector Machine and Hybrid CNN-BiLSTM for Vibration Signals Based Electrical Motor Fault Detection” in 4th International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS) held at M.P. Nachimuthu M. Jaganathan Engineering College, Tamil Nadu on 29 May 2026. (IEEE), DOI: 10.1109/ICSSAS68835.2026.11559312 

H M Keerthi Kumar et al., 2026. “Financial Market Predictions Using Machine Learning Techniques”, International Journal of Engineering Development and Research (IJEDR), Vol 14, Issue 01, pp. 901-907. ISSN: 2321-9939. DOI: https://rjwave.org/ijedr/papers/IJEDR2601240.pdf

H M Keerthi Kumar et al., 2026. “A Review of Generative Artificial Intelligence Techniques”, International Journal of Engineering Development and Research (IJEDR), Vol 14, Issue 01, pp. 958-961. ISSN: 2321-9939. DOI: https://rjwave.org/ijedr/papers/IJEDR2601249.pdf

H M Keerthi Kumar et al., 2026. “A Camera-Based Driver Drowsiness Detection System using OPENCV”, International Journal of Engineering Development and Research (IJEDR), Vol 14, Issue 01, pp. 958-961. ISSN: 2321-9939. DOI: https://rjwave.org/ijedr/papers/IJEDR2601241.pdf

H M Keerthi Kumar et al., 2026. “A Real-Time Live Traffic Analysis of Different Countries Using Intelligent Transport Systems”, International Journal of Engineering Development and Research (IJEDR), Vol 14, Issue 01, pp. 920-927. ISSN: 2321-9939. DOI: https://rjwave.org/ijedr/papers/IJEDR2601243.pdf

H M Keerthi Kumar et al., 2026. “Transformer Architectures for Text Summarization”, International Journal of Engineering Development and Research (IJEDR), Vol 14, Issue 01, pp. 958-961. ISSN: 2321-9939. DOI: https://rjwave.org/ijedr/papers/IJEDR2601255.pdf

Presented the paper entitled “Implementation of Hybrid Deep Learning framework for Real time Fake news Detection” in International Conference on Artificial Intelligence in Engineering Systems (ICAIES 2025) held at RAJEEV INSTITUTE OF TECHNOLOGY, Hassan, India on 26th and 27th Dec 2025.

Presented the paper entitled “Real Time Sign Language to Text Conversion with Emergency Assistance” in International Conference on Artificial Intelligence in Engineering Systems (ICAIES 2025) held at RAJEEV INSTITUTE OF TECHNOLOGY, Hassan, India on 26th and 27th Dec 2025.

Presented the paper entitled “HSL Based anomaly detection of Leukemia” in International Conference on Artificial Intelligence in Engineering Systems (ICAIES 2025) held at RAJEEV INSTITUTE OF TECHNOLOGY, Hassan, India on 26th and 27th Dec 2025.

Presented the paper entitled “RoBERTa-Based Hybrid Pipeline Framework for Sarcasm-Aware Sentiment Analysis in Cryptocurrency Trading” in International Conference on Artificial Intelligence in Engineering Systems (ICAIES 2025) held at RAJEEV INSTITUTE OF TECHNOLOGY, Hassan, India on 26th and 27th Dec 2025.

Presented the paper entitled “A Survey on Leukemia Detection Using Machine Learning and Deep Learning Techniques” in 16th International Conference on Recent Engineering and Technology 2025 held at EAST WEST COLLEGE OF ENGINEERING, Bangalore, India on 17th and 18th May 2025. ICRET 2025

Presented the paper entitled “Real time sign language to text conversion and emergency assistance” in 16th International Conference on Recent Engineering And Technology 2025 held at EAST WEST COLLEGE OF ENGINEERING, Bangalore, India on 17th and 18th May 2025. ICRET 2025

H M Keerthi Kumar et al., 2025. “Review of Sentiment Analysis in Cryptocurrency Trading”, International Research Journal on Advanced Engineering Hub (IRJAEH), Vol 3, Issue 06, pp. 2738-2746. DOI: https://doi.org/10.47392/IRJAEH.2025.0406

H M Keerthi Kumar et al., 2025. “Deep Learning-based Automated Identification of Indian Medicinal Plants Using Leaf Imagery”, International Journal of Scientific Research in Engineering and Management (IJSREM), Vol 9, Issue 5, pp. 1-4. DOI: 10.55041/IJSREM47867

H M Keerthi Kumar et al., 2025. “Aspect Based Sentiment Analysis on Codemix Languages”, International Journal of Scientific Research in Engineering and Management (IJSREM), Vol 9, Issue 5, pp. 1-4. DOI: 10.55041/IJSREM48037.

H M Keerthi Kumar et al., 2025. “Medicinal Plant Detection Using Machine Learning and Deep Learning”, International Journal of Scientific Research in Engineering and Management (IJSREM), Vol 9, Issue 1, pp. 1-4. DOI: 10.55041/IJSREM40636

H M Keerthi Kumar et al., 2025. “Review on Sentimental Analysis and Aspect Analysis with Codemix using LLM, BERT, and Naive Bayes”, International Journal of Scientific Research in Engineering and Management (IJSREM), Vol 9, Issue 1, pp. 1-4. DOI: 10.55041/IJSREM40598.

H M Keerthi Kumar and Geethanjali B N, 2024. “Skin Cancer Diagnosis-Lesion Segmentation-Review Study”, International Journal Of Novel Research And Development (IJNRD), Vol. 9, No. 4, pp. 734-737

H M Keerthi Kumar et al., 2024. “Voice Web : Your Intelligent Virtual Assistant”, International Scientific Journal of Engineering and Management (ISJEM), Vol. 3, No. 2, pp. 1 – 6

H M Keerthi Kumar and Devika Devaraj. G. D, 2024. “Exploring the Dangers of AI a review on Malicious Use and Abuse in Crime”, International Journal of Research Publication and Reviews (IJRPR), Vol. 5, No. 5, pp. 3990 – 3992

H M Keerthi Kumar and Rumaiza K, 2024. “Enhanced Personalization: A Comprehensive Study of Recommendation Systems In E-Commerce”, International Journal of Research Publication and Reviews (IJRPR), Vol. 5, No. 5, pp. 3690-3693

H M Keerthi Kumar and Kavya. S. M, 2024. “Examining The Role Of Information And Artificial Intelligence In National Security: A Comparative Analysis”, International Journal of Research Publication and Reviews (IJRPR), Vol. 5, No. 5, pp. 3777-3780

H M Keerthi Kumar, Dhanushree.C.P, 2024. “Exploring The Intersection Of Ai And Iot Security: A Comprehensive Review”, International Journal of Research Publication and Reviews (IJRPR), Vol. 5, No. 5, pp. 4246-4250

H M Keerthi Kumar and Sushmitha G P Harithas, 2024. “Ml Based Diagnostic Paradigm In Hepatocellular Carcinoma”, International Journal Of Novel Research And Development (IJNRD), Vol. 9, No. 5, pp. 2456-4184

H M Keerthi Kumar et al., 2021. “Clinical Text Classification for Covid-19: An Empirical Evaluation”, International Journal of Advance in Engineering and Management (IJAEM) (Google Scholar, Jour Informatics, CiteseerX), ISSN: 2395-5252, Vol. 3, Issue 7, pp. 2579, DOI: 10.35629/5252-030725792584

H M Keerthi Kumar et al., 2020. “Home Security Using Object Detection and Face Recognition”, International Research Journal of Engineering and Technology (IRJET) (DRJI, Mendeley, Google Scholar), e-ISSN: 2395-0056, p-ISSN: 2395-0072, Vol. 07, No. 6, pp. 4528.

H M Keerthi Kumar and B S Harish, 2019. “Automatic Irony Detection using Feature Fusion and Ensemble Classifier”, International Journal of Interactive Multimedia and Artificial Intelligence [IJIMAI] (DOAJ, DBLP, Web of Science, Google Scholar, WorldCat), Vol. 5, No. 7, pp. 7, DOI: 10.9781/ijimai.2019.07.002

H M Keerthi Kumar, et al., 2019. “Exploiting RLPI for Sentiment Analysis on Movie Reviews", Journal of Advances in Information Technology [JAIT] (CrossRef, DOAJ, Google Scholar), Vol. 10, No. 1, pp. 14-19, DOI:10.12720/jait.10.1.14-19

H M Keerthi Kumar, et al., 2018. “Sentiment Analysis on IMDb Movie Reviews Using Hybrid Feature Extraction Method”, International Journal of Interactive Multimedia and Artificial Intelligence [IJIMAI] (DOAJ, DBLP, Web of Science, WorldCat), Vol. 5, No. 5, pp. 109-114, DOI:10.9781/ijimai.2018.12.005

H M Keerthi Kumar et al., 2019. “A Detailed Survey on Topic Modeling for Document and Short Text Data”, International Journal of Computer Applications [IJCA] (0975 – 8887) (ProQuest, Google Scholar, WorldCat),  Vol. 178, No. 39, pp. 1, DOI: 10.5120/ijca2019919265

H M Keerthi Kumar and B S Harish, 2018. “A New Feature Selection Method for Sentiment Analysis in Short Text”, Journal of Intelligent Systems [JISYS], (Scopus, DBLP, Web of Science) DOI:10.1515/jisys-2018-0171

Presented the paper entitled “Sarcasm Classification : A Novel approach using Content Based Feature selection Method” in the 8th International Conference on Advance computing & Communications (ICACC) held at Rajagiri School of Engineering & Technology, Kochi, Kerala during 13th to 15th September 2018. (Elsevier - Procedia computer science)

Presented the paper entitled “Classification of Sentiments in Short-Text : An Approach using MSMTP measure” in the 2nd International Conference on Machine Learning and Soft Computing (ICMLSC) held at Phu Quoc Island, Vietnam during February 2nd to 4th 2018. (ACM)

Presented the paper entitled “Classification of short text using various preprocessing Technique : A Empirical Evaluation” in the 5th International Conference on Advance Computing & Networking Information (ICACNI) held at National Institute of Technology Goa & Computer vision and pattern recognition, National  institute of technology Rourkela during June 1st to 3rd 2017. (AISC – Springer) (Book Chapter)

Published the paper entitled “Classification of Amazon Book Reviews Based on Sentiment Analysis” in the 5th International Conference on Information System Design and Intelligent Applications (INDIA-2017) held at Duy Tan University Da Nang, Vietnam, June 15th to 17th 2017. (AISC – Springer)

H M Keerthi Kumar and N. Sankarsh, 2014. “Effective Enhancement of Human Robot Interaction on Hand Drawn Maps”, Artificial Intelligent Systems and Machine Learning, CiiT, Vol. 6, No. 8, pp.1-7