ARCHIVES
Original Article
AI-Powered Note-Taking System: A Local Machine Learning Approach DeepSeek R1 Integration
Dr. A Richard William1
Harshith Nayaka L2
Deepthi S3
Rithin S4
Dhanushree V5
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: November-December 2025
Pages: 178-189
Cite this article
↗ https://www.doi.org/10.59256/ijrtmr.20250506023
References
1. H. Nayak, "AI Notes - Powered by DeepSeek," GitHub Repository, 2025. [Online]. Available: https://github.com/Harshith29124/AI-Notes-App
2. IEEE Standards Association, "IEEE Paper Format Guidelines," IEEE Manuscript Templates, 2025. [Online]. Available: https://www.ieee.org/conferences/publishing/templates
3. Guo et al., "DeepSeek-R1: Incentivizing Reasoning Capability in LLMs," arXiv preprint arXiv:2501.12948, 2025.
4. DeepSeek AI, "DeepSeek-R1 Model Documentation," Hugging Face, 2025. [Online]. Available: https://huggingface.co/deepseek-ai/DeepSeek-R1
5. Ollama Team, "Ollama: Local LLM Framework," 2025. [Online]. Available: https://ollama.com
6. Microsoft Azure Team, "Performance Analysis of DeepSeek R1 AI Inference using vLLM," Azure High Performance Computing Blog, Aug. 2025.
7. MultiModal AI, "The Complete Guide to Ollama: Local LLM Inference," Substack, Oct. 2025.
8. GeeksforGeeks, "Ollama Explained: Transforming AI Accessibility and Language Processing," June 2024.
9. ML Conference, "Ollama and Large Language Models," MLConference.ai Blog, Oct. 2020.
10. Fireworks AI, "DeepSeek-R1 Overview: Features, Capabilities, Parameters," Fireworks Blog, Sept. 2025.
11. Skywork AI, "What is Ollama? Complete Guide to Local AI Models 2025," Skywork Blog, Oct. 2025.
12. DataCamp, "DeepSeek-R1: Features, o1 Comparison, Distilled Models," DataCamp Blog, June 2025.
13. Mozilla Developer Network, "Web Storage API," MDN Web Docs, 2024.
14. World Wide Web Consortium, "CSS Grid Layout Module Level 1," W3C Recommendation, 2023.
15. Smith et al., "Privacy-Preserving AI Applications: A Survey," IEEE Transactions on Information Forensics and Security, vol. 18, pp. 2847-2862, 2023.
16. Johnson and C. Williams, "Local Machine Learning Frameworks: Performance Analysis," ACM Computing Surveys, vol. 55, no. 3, pp. 1-35, 2023.
17. Davis et al., "User Experience in AI-Powered Productivity Tools," IEEE Computer, vol. 56, no. 4, pp. 23-31, 2023.
18. Rodriguez and F. Chen, "Resource Optimization in Client-Side AI Applications," IEEE Software, vol. 40, no. 2, pp. 45-53, 2023.
19. G. Kumar et al., "Privacy-by-Design in AI Applications: A Framework," ACM Transactions on Privacy and Security, vol. 26, no. 2, pp. 1-28, 2023.
20. J. Anderson and K. Wilson, "Comparative Analysis of Local vs. Cloud AI Processing," IEEE Cloud Computing, vol. 10, no. 3, pp. 34-42, 2023.
2. IEEE Standards Association, "IEEE Paper Format Guidelines," IEEE Manuscript Templates, 2025. [Online]. Available: https://www.ieee.org/conferences/publishing/templates
3. Guo et al., "DeepSeek-R1: Incentivizing Reasoning Capability in LLMs," arXiv preprint arXiv:2501.12948, 2025.
4. DeepSeek AI, "DeepSeek-R1 Model Documentation," Hugging Face, 2025. [Online]. Available: https://huggingface.co/deepseek-ai/DeepSeek-R1
5. Ollama Team, "Ollama: Local LLM Framework," 2025. [Online]. Available: https://ollama.com
6. Microsoft Azure Team, "Performance Analysis of DeepSeek R1 AI Inference using vLLM," Azure High Performance Computing Blog, Aug. 2025.
7. MultiModal AI, "The Complete Guide to Ollama: Local LLM Inference," Substack, Oct. 2025.
8. GeeksforGeeks, "Ollama Explained: Transforming AI Accessibility and Language Processing," June 2024.
9. ML Conference, "Ollama and Large Language Models," MLConference.ai Blog, Oct. 2020.
10. Fireworks AI, "DeepSeek-R1 Overview: Features, Capabilities, Parameters," Fireworks Blog, Sept. 2025.
11. Skywork AI, "What is Ollama? Complete Guide to Local AI Models 2025," Skywork Blog, Oct. 2025.
12. DataCamp, "DeepSeek-R1: Features, o1 Comparison, Distilled Models," DataCamp Blog, June 2025.
13. Mozilla Developer Network, "Web Storage API," MDN Web Docs, 2024.
14. World Wide Web Consortium, "CSS Grid Layout Module Level 1," W3C Recommendation, 2023.
15. Smith et al., "Privacy-Preserving AI Applications: A Survey," IEEE Transactions on Information Forensics and Security, vol. 18, pp. 2847-2862, 2023.
16. Johnson and C. Williams, "Local Machine Learning Frameworks: Performance Analysis," ACM Computing Surveys, vol. 55, no. 3, pp. 1-35, 2023.
17. Davis et al., "User Experience in AI-Powered Productivity Tools," IEEE Computer, vol. 56, no. 4, pp. 23-31, 2023.
18. Rodriguez and F. Chen, "Resource Optimization in Client-Side AI Applications," IEEE Software, vol. 40, no. 2, pp. 45-53, 2023.
19. G. Kumar et al., "Privacy-by-Design in AI Applications: A Framework," ACM Transactions on Privacy and Security, vol. 26, no. 2, pp. 1-28, 2023.
20. J. Anderson and K. Wilson, "Comparative Analysis of Local vs. Cloud AI Processing," IEEE Cloud Computing, vol. 10, no. 3, pp. 34-42, 2023.
Related Articles
2025
Exploring Mathematical Concepts in Ramcharit Manas: A Unique Perspective on Navadha Bhakti
2025
ARMOIRE An Augmented Reality Fashion Try On
2025
Sign Vision AI powered sign language Recognition
2025
Drowzy Alert AI Powered Driver Fatigue Detection
2025
Beauty Care Shopping using 3D Modelling
2025
