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Student Holic-AI: An AI-Powered Educational Content Generation Platform for Students

Dr. B Hari Chandana1 Himanshu Nagyal2 Devansh3 Aman Manhas4 Girish Jadhav5
1 Associate Professor, Department of Computer Science and Engineering, Rajarajeswari College of Engineering, Bangalore, Karnataka, India. 2 3 4 5 Department of Computer Science and Engineering, Rajarajeswari College of Engineering, Bangalore, Karnataka, India.

Published Online: September-December 2025

Pages: 305-313

References

1. G. Eason, B. Noble, and I. N. Sneddon, “DeepSeek-R1: Incentivizing Reasoning Capability in LLMs,” arXiv preprint arXiv:2501.12948, 2025
2. Microsoft Azure Team, ”Performance Analysis of DeepSeek R1 AI Inference using vLLM,” Azure High Performance Computing Blog,Aug. 2025
3. GeeksforGeeks, ”Ollama Explained: Transforming AI Accessibility and Language Processing,” June 2024.
4. DataCamp, ”DeepSeek-R1: Features, o1 Comparison, Distilled Models,” DataCamp Blog, June 2025.
5. Skywork AI, ”What is Ollama? Complete Guide to Local AI Models 2025,” Skywork Blog, Oct. 2025. .
6. Smith et al., ”Privacy-Preserving AI Applications: A Survey,” IEEE Transactions on Information Forensics and Security, vol. 18, pp. 2847- 2862, 2023.
7. Rodriguez and F. Chen, ”Resource Optimization in Client-Side AI Applications,” IEEE Software, vol. 40, no. 2, pp. 45-53, 2023.

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