Biography
Neetu Singh is a dedicated educator and researcher with over 17 years of academic and corporate training experience, with extensive research in areas like Mining Software Repositories, Recommender Systems, and Social Media Analytics. She shares a strong passion for cutting-edge research, having published work in reputed international Journals, and conferences and contributed to book chapters. She has actively organized and attended numerous National and International conferences and guided approximately 60+ postgraduate and graduate dissertation projects. In addition, she has collaborated with various universities across India, serving as an expert in the CS/IT domain.
Currently pursuing her Ph.D. at JIIT, Noida, her research interests span Mining Software Repositories, Artificial Intelligence, Machine Learning, Data Mining, Power BI, and Web Development.
As an educator, she is committed to inspire students to cultivate critical thinking and a passion for learning, while actively leading research and development efforts in advanced technologies.
Educational Qualifications
- BSC (Computer Applications)
- MCA (Merit Holder @University Level)
- M Tech (IT)
- Ph.D. (ongoing) in the area of Software Engineering
Other Qualifications
- Project/Dissertation in field of “ “, Aptech and IBM certifications in Software Engineering
Work Experience
- Above 17 years of experience in academics. Organized various events such as conferences, workshops, FDPs and MDPs, etc. Worked as coordinator for ISO, and NAAC. An active member of CSI Noida Chapter, IEEE member.
- Worked as MCA Coordinator.
Interest Area's
- Mining Software Repositories
- Software Engineering
- Programming Languages
- Model-based Testing
Publications
- Singh, N., & Singh, S. K. (2023, August). An Empirical Assessment of the Performance of Multi-Armed Bandits and Contextual Multi-Armed Bandits in Handling Cold-Start Bugs. In Proceedings of the 2023 Fifteenth International Conference on Contemporary Computing (pp. 750-758).
- Singh, N., & Kumar Singh, S. (2021, August). MABTriage: Multi-Armed Bandit Triaging Model Approach. In 2021 Thirteenth International Conference on Contemporary Computing (IC3-2021) (pp. 457-460).
- International Conference of "Innovation and Sustainability Managing for Chance "title for the paper was "Banking, Industry & Media" on 4 & 5 February 2012.
- Presented paper at National Conference NCTAAE 2014 on” How are Google Apps support & Help in IT latest technology” on 4/1/2014
- National Conference of "New Age Marketing: Changing Paradigms" paper presented and published in proceedings the title for the paper was "Retail Banking: A Study on Role of Print Media on the First-time users" held on 28th January 2012.
- Published & presented a paper at the International Conference LATMAS, on Building across- platforms on mobile apps on 16th Feb 2016.
- Published & presented a paper at the International Conference ICERCSE on “How is multi-layer approach helpful in providing: Safe social networking" on 27th Nov 2015.
- Presented paper at National Conference Emerging Trends in Advanced Computing & Information Communication Technologies" on “Analysis of E_ Marketing by using social media like Facebook, Twitter & blogs for small scale business & medium scale business &its security issues.” on 21 Feb 2014.
- Presented paper at National Conference New Age Marketing: Changing Paradigms at IMS Noida on “Retail Banking: A Study on the Role of Print Media on the First-time Users” on 28th Jan 2012.
- Presented paper at International Conference Innovation and Sustainability:Managing for Change on Banking Industry & Media: Print Media Impact on First Time Retail Banking Users On 2/4/2014
- Presented paper at National Conference NCTAAE 2014 at Technia Institute Of Advanced Studies on how Google Apps support & Help in IT latest technology On 4/1/2014
- Presented paper at National Conference CYBERSPACE OR DUPERSPACE For Online Consumers, on “ Effect of E-marketing on small scale Business & Medium Scale Business” on 4/1/2014
Book Chapter
- N. Singh and S. K. Singh, "Reinforcement Learning in Bug Triaging: Addressing the Cold Start Problem and Beyond," in Title of the Book. DOI: 10.4018/979-8-3693-3502-4.ch011."
Certification courses
- Python certified from Infosys SpringBoard,2024, @ JIIT, Noida
- CPISM certification from Aptech Computer Education
- ACSE Software Engineering from IBM-ACE
- Certification in ASP. Net 2003 from the Institute of Information Technology, Jabalpur
Program Committee Member & Reviewer
- IEEE, CSI Noida chapter