Home

Profile

I have completed my B.E. and M.Tech, and I am currently pursuing my Ph.D. at UVCE. Over the years, I have gained academic and teaching experience by handling subjects such as C Programming, Operating Systems, ADA (Analysis and Design of Algorithms), BDA (Big Data Analytics), and SAN (Storage Area Networks),Unix Shell programming,Python,Unix system Programming. Alongside my academic journey, I am the Co-Founder of AI Tech Solutions, a startup focused on developing innovative solutions in the field of Artificial Intelligence. My areas of interest include programming, system design, big data, and AI-driven technologies, with a strong passion for research and innovation.  .I have worked as Asst.Professor in AIT for around 3 Years and PES university for 1.5 Years and currently working in CMRIT Bangalore.I have around 12 Years of teaching experience.

Education Qualification:

BE- AIT ,VTU

M.Tech-JNNCE,VTU

PhD-UVCE ,Bangalore University(Pursuing) 

Areas of Interest in Teaching

C programming,DBMS,Operating System,Unix Shell programming,Python,Unix system Programming,Machine learning,Big Data Analytics,SAN.

Areas of Interest in Research

Machine learning,Deep learning,NLP.

Startup

           Registered Start-Up Company "AI Tech Solutions" under MSME and got the UDYAM Certificate. 

           The Registration Number is UDYAM-KR-03-0162589

Publications

1)N. Smitha and R. Bharath, "Performance Comparison of Machine Learning Classifiers for Fake News Detection," 2020 Second International Conference on Inventive Research in Computing Applications (ICIRCA), 2020, pp. 696-700, doi: 10.1109/ICIRCA48905.2020.9183072.10.1109/ICIRCA48905.2020.9183072

2)N. Smitha, D. Anusha, C. Chaithanya, J. Sindhu, R. Tanuja and H. S. Hemanth Kumar, "A Review on Movie Recommendation System Using Machine Learning," 2021 Third International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV), 2021, pp. 769-773, doi: 10.1109/ICICV50876.2021.9388619.

3)H. S. Hemanth Kumar, Y. P. Gowramma, S. H. Manjula, D. Anil and N. Smitha, "Comparison of various ML and DL Models for Emotion Recognition using Twitter," 2021 Third International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV), 2021, pp. 1332-1337, doi: 10.1109/ICICV50876.2021.9388522.

4)Smitha N,"Integration of social media and Hybrid Recommendation System",Tuijin Jishu/Journal of Propulsion Technology,https://www.propulsiontechjournal.com/index.php/journal/article/view/2909  .

5)Smitha N ,"A Comprehensive Review on Predictive Analytical Solutions for Sepsis Patients",Tuijin Jishu/Journal of Propulsion Technology,https://www.propulsiontechjournal.com/index.php/journal/article/view/2909  .

6)Smitha N,"Image Segmentation And Data Abstraction Using Deep Learning ",Tuijin Jishu/Journal of Propulsion Technology,https://www.propulsiontechjournal.com/index.php/journal/article/view/2909  .

7)Smitha, N., Arushi Singh, Abhishek Siddhartha Ghosh, Arya Kumari, R. Tanuja, and S. H. Manjula. "Early Prediction of Sepsis using ML Algorithms on Clinical Data." In 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-8. IEEE, 2023. 

8)Smitha N.Tanuja R,Manjula SH ,"Enhancing sepsis detection using feed-forward neural networks with hyperparameter tuning techniques,IAES International Journal of Artificial Intelligence (IJ-AI)  ",DOI:-10.11591/ijai.v14.i2.pp1252-1259.

9)Smitha N.Tanuja R,Manjula SH ,"Improving Sepsis Mortality Prediction with Hybrid Ensemble Models and Optimized Machine Learning Techniques",2025 8th International Conference on Computing Methodologies and Communication (ICCMC).

10)Smitha, N., R. Tanuja, and S. H. Manjula. "Sepsis Detection Using KNN, NCC, and SVM: A Machine Learning Approach." International Conference on Data Analytics & Management. Singapore: Springer Nature Singapore, 2024. 

Research gate link:-https://www.researchgate.net/profile/Smitha-Nl

Orchid id:-https://orcid.org/0000-0002-9925-6027

Patents

1. Filed a patent “Smart Apparatus for Seed Germination”, in Indian Patent Office 

2. Filed a patent “A motion, pressure and proximity sensitive content creation device”, in Indian Patent Office. 

3.Filed a patent “A Sanitizer and Handwash Caplet”, in Indian Patent Office.

Awards & Achievements:

1. Cleared KSET -Karnataka State Eligibity Test for Asst.Professor in First attempt.

2. Got  Appreciation certificate from department for NBA and NACC support as Timetable coordinator.

3. Got Appreciation certificate from department for Securing 100% Result in Operating System Subject.

4. Got  Appreciation certificate from department for Securing 100% Result in BigData Analytics subject - 2times.

5. Got Faculty award for registering Startup- AI tech solution

6.  A patent has been granted for our invention titled “Novel Print System with Intelligent Intermediation”, in accordance with the provisions of the Indian Patents Act, 1970. The patent is granted for a term of 20 years. 

7. Got Faculty Appreciation for getting patent grant from management during graducation day.

8. Got  Appreciation certificate from department for Securing 100% Result in SAN- 2times.

9. Got Appreciation certificate from department for getting 90% feedback for BDA- 2023

Events Attended

• • Faculty development program on “Data communication and networking” organized by information science & engineering, A.I.T., Chikmagalur.

  • Workshop on “System Software and Operating System lab” held at Department of computer science and engineering, RNSIT, Bangalore.

• Workshop on “Simulation of wired and wireless networks (SWN -2013)” held at Department of computer science and engineering, NITK, Surathkal, Mangalore.

• Faculty development program on "Generative AI Models and Applications of Machine Learning" organized by CSE,Jain University.

•  Online International FDP on "Data Science in Education: Enhancing Research and Curriculum" organized by Gopalan college of Engineering.

•  School Of Computer Science and Engineering, Faculty of Engineering and Technology, JAIN (Deemed-to-be University), Bengaluru in collaboration with E&ICT Academy,  IIT Kanpur - Faculty Development Program 2025 Cyber Security using AI.

Responsibilities:

I have attended various responsibility in my career as Cultural coordinator, Mini-Project ,Seminar, Timetable coordinator, Professional event organized at college level,Organising FDPs, NBA , NAAC , LIC Work.I am also involved in AI tech solution startup .