Ms. Lakshmitha H Y

assistant professor

Current Position: Assistant Professor
Qualification: MCA
Work Experience: 2 months as Assistant Professor
9 months as Software Engineer
Specialization: Computer Vision & Image Processing and Full-Stack Web Development.

PROJECTS HANDLED

Sl. No.	Title	Technologies	Description
1	HrVolve – Web Application for Human Resource Management	Grails, Java, Groovy, MySQL, Spring Security, Tomcat and Nginx	Developed and maintained Grails-based web applications to streamlineHR operations. Designed and optimized MySQL databases for efficient data storage andretrieval. Integrated Spring Security for robust user authentication, role-basedauthorization, and access control. Deployed, configured, and managed applications on Apache TomcatServer, ensuring high performance and availability. Collaborated with cross-functional teams to enhance features, improveapplication performance, and resolve critical production bugs. Conducted code reviews, optimized database queries, and followedindustry best practices for secure and scalable software development.
2	Diverse Environmental Traffic Sign Generation & ML Model Evaluation for Autonomous Driving	YOLOv10, Python, CycleGAN, CoMoGAN, RainGAN	Generated 19 distinct environmental variations of traffic signs usingCycleGAN, CoMoGAN, etc. to simulate real-world driving conditions. Evaluated YOLOv10 and its variants for robust traffic sign detection underdiverse lighting and weather conditions. Contributed to the creation of a synthetic yet highly realistic dataset fortraining and testing autonomous vehicle models. Demonstrated improvements in detection accuracy across varying environmental scenarios.
3	Fusion-Based Approach for Online Signature Verification	MATLAB, Random forest	Developed an online signature verification system using MATLAB. Implemented feature selection techniques using Mean AbsoluteDifference (MAD) and Mean Median Difference (MMD) as relevancemeasures.. Enhanced the system's ability to accurately distinguish between genuineand forged signatures.. Achieved improved verification accuracy through optimal feature fusionstrategies.

Awards/Achievements

Sl. No.	Year	Name of the Awards / Achievements	Level	Name of Organization
1	2023	K-SET	Assistant Professor	Karnataka Examination Authority
2	2024	UGC-NET	PhD level	National Testing Agency (NTA)