Nachupalli Ishika

Looking to establish a career in the field of Computer Science, I wish to work in a growth-oriented company and contribute to the development of the organization while upgrading my skill set and knowledge.

1. Multi-Task GNN Modeling of Cognitive States Using Eye-Tracking Data

• Modeled eye-tracking data as graphs to classify Knowledge Acquisition, Confidence Level, and Inattentional Blindness.
• Used GCN, GAT, and GIN architectures with multi-task learning, achieving up to 88.9% F1-score (IB).

2. Evaluating the Impact of Generative AI in Object-Oriented Programming Education

• Evaluated GPT-4 and Gemini using Zero-Shot, Few-Shot, and Chain-of-Thought prompts for Java OOP problems.
• Chain-of-Thought prompting yielded the best results in terms of accuracy, efficiency, and readability.

3. Medical Image Segmentation Using Deep Learning

• Proposed a U-Net-based architecture for brain tumor detection, robust across X-Ray, MRI, and Ultrasound images.

4. Collaborative Filtering-Based Movie Recommendation System

• Developed a Collaborative Filtering recommendation engine using user-item interactions to suggest movies.

5. Asteroid Prediction Using ML

• Built a classification model to predict potentially hazardous asteroids using NASA datasets and ML techniques.

EWB-IUCEE MLRIT STUDENT CHAPTER BODY (2019 - 2022) 

Content Writer and Organiser.

• Organized and Participated in Many Technical Events organized by IUCEE-EWB (2019-2022).
• Participated in a IOT Hackathon (March 2019).
• Participated in IASF (Jan 2019), an intra college event.
• An active participant in many technical and non-technical events in college.

• English
• Hindi
• Telugu