Esso.

Professor, please start by introducing your professional journey in academia.

Esso.

Professor, I still need a brief introduction to your academic background—your name and a summary of your journey so far. Just a quick overview will do.

I am Doctor Sangeeta R. I've completed my uh. PST in Vyati University, Vellore. And I completed my Mtech in UH. Vit University. Hello in 2016. And I I completed my Btech in Wamu instead of technology.

That is VTU Belgium. Karnataka. And I've completed my all, uh. Schooling school days in Bangalore.

Thanks for laying out your academic path, Professor. Thinking back over your teaching experiences so far—what's one foundational concept in your field that you especially enjoy teaching, and how do you typically introduce it to new students?

I'm currently working in Vailtech University. As a student professor. In the School of Computer Science. Department of Computer Science and Engineering.

Alright, so you clarified your schooling was in Bangalore and your undergrad at VTU in Karnataka. Thinking about your transition from student to educator, what drew you to teaching in the first place?

So, you're currently serving as an assistant professor at Velltech in the School of Computer Science. In your day-to-day teaching, what's one practical strategy you've found effective for helping students grasp difficult technical concepts?

Yes, Sir.

Yes, Sir. Yes, Sir.

Right, so you've been teaching in the Computer Science department at Velltech. When you introduce a core topic—say, machine learning or multimedia systems—how do you get students engaged right from the start?

Alright, so you’re teaching in the School of Computer Science at Vailtech. What’s one core subject or concept—maybe in multimedia or AI—that you especially look forward to teaching each semester, and why does it stand out for you?

I'm currently I was handling Prala previous semester I was handling for the first year that is uh. Problem solving using C programming. And currently I'm user. Handling the subject like data structures.

You've mentioned teaching data structures and C programming recently, but I'd like to dig into your research side as well. Can you share the topic of your doctoral thesis, and tell me about a time you had to simplify that research for a classroom or a non-specialist audience?

In the previous. Yes, uh, in the previous college, uh, in Sri Venkateshwar College of Engineering. In Chittoor I was working as assistant professor. During that time I was handling. Software engineering. C Programming and data switches.

So, you've taught software engineering, C programming, and data structures across a couple of institutions. Now, I'd like to dig into your research side for a moment—can you share the topic of your doctoral thesis, and tell me about a time you had to explain that work to students or colleagues who weren't specialists?

So this honesty and the year.

Dr., now I'd like to focus on your approach to active learning. Imagine you're teaching a large class—say, 200 students—on data structures, but you're not allowed to use slides or traditional lecturing. How would you design a session that keeps those students engaged and actually gets them working with the material?

This.

In the second objective we have taken as node test in the data test. So based on this node test and the data test, the secure communication can be done. With the help of the secure communication when the data is transmitted in a. Secure communication channel we can identify the. Malicious Note so many if you reduce the malicious node. We are calculating this test. Matrix and. This competition by using the. Um, different parameters like. No trust in data trust. So this node test and data test. Which is very helpful for the. Secure communication. So in this second objective we are able to. Transmit the data in a secure communication channel.

You were describing the challenge of securing communication in wireless body area networks, especially since traditional cryptographic techniques aren't feasible for such tiny nodes. Let me shift focus a bit—when you teach a class like data structures, how do you actually get students to engage with the material, not just listen passively? For example, can you describe an activity or project you've used that gets them actively wrestling with core ideas?

Minimizing the delay. Uh, and the secure communication. It is increasing the maximizing the. Transmission rate. And my third objective is with respect to the energy efficiency. So first and second object is is going to talk about the. Secure communication and secure clustering, which is helpful for the network security. Network security. And my third objective is.

Understood. Now, accreditation cycles can be demanding — if you joined our department and found that outcome assessment data was inconsistent across courses, how would you approach fixing that?

Okay, so your third objective focuses on energy efficiency in wireless body area networks, and you mentioned comparing your protocols to others in terms of delay and transmission rate. Now, accreditation cycles can be demanding — if you joined our department and found that outcome assessment data was inconsistent across courses, how would you approach fixing that?

Zigbee protocol. The Zigbee protocol have been modified. And based on that. We have fixed the threshold.

Thank you for sharing that. Now, Professor, imagine this scenario: a student submits a formal complaint alleging bias in your grading, but at the same time your department head is pressuring you to improve pass rates. How would you navigate that situation?

Selfish notes will be there. So because they were, the selfish notes are there. So communication will be. Very easy and we can reduce the. Malicious notes.

Right, you've got substantial experience bridging technical research and core computer science teaching. Now, VIT places a strong emphasis on industry-academia partnerships—have you been involved in any consultancy or industry projects, and how would you use those experiences to build impactful collaborations that benefit both your students and your research?

Data. So if if we are fixing that 0.5 as a threshold. If the datas are both the 0.5 threshold then.

Alright, Dr., now I want to check a few core areas relevant to this role. Starting with multimedia or AI in media — imagine you’re asked to design a course project where students build a simple AI system for video content analysis. What would be your main focus for the students, and how would you scaffold the project so they learn both the technical and practical aspects?

If the emerging datas. It is giving the priority. So based on the priority the patient can be. Um taken to the treatment.

Alright, so you’re using that 0.5 threshold both for identifying trusted nodes and for data priority—so emergency data gets handled differently based on that? I think I’ve got a sense of your research rigor. Now, before we wrap this section, tell me about a time you contributed to an industry project or consultancy—what was your specific role, and what impact did your work have?

No, not taking any industry projects. But in the future, we are planning to. I think the industry project with. With respect to my research work. My research week work is mainly based on the healthcare applications. So my work will be helpful. For the healthcare applications. So when I take this healthcare applications. Uh, as one of my project.

It will be useful for the society.

Okay, so you haven’t taken on any industry projects yet, but you’re planning to tie your research into healthcare applications in the future. Got it. Let’s move to teaching for a moment—when you’re introducing a tough concept like secure clustering in wireless body area networks to undergrads, how do you break it down so they actually get it?

Okay, so you see your future industry work tying directly to healthcare applications, with a focus on societal benefit. Alright, we're wrapping up. Is there anything you'd like to ask about the role or the team?

No, Sir.