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)
- 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
- Operating Systems
- DBMS
Publications
- MABTriage: Multi Armed Bandit Triaging Model Approach, https://doi.org/10.1145/3474124.3474194, IC3,2021, Scopus & DBLP Indexed Conference.
- “An Empirical Assessment of the Performance of Multi-Armed Bandits and Contextual Multi-Armed Bandits in Handling Cold-Start Bugs ”, https://doi.org/10.1145/3607947.3608094Scopus, and DBLP indexed conference with H-index 21
- Published a book chapter “Reinforcement Learning in Bug Triaging:
- Addressing the Cold Start Problem and Beyond” at IGI Global-Advancing Software Engineering Through AI, Federated Learning, and Large Language Models Copyright: © 2024 |Pages: 21 Copyright: © 2024 |Pages: 21,DOI: 10.4018/979-8-3693-3502-4.ch011
- Published a Paper:” A Systematic Literature Review of Solutions for Cold Start Problem” in the International Journal of System Assurance Engineering and Management an ESCI and Scopus Indexed journal with impact factor:1.8, H-index:39, DOI: 10.1007/s13198-024-02359-y
FDP/Conferences/ Workshops Attended
- Participated and earned a certificate from NIT, Warangal in FDP on “Data Science & its Applications”.
- Attended “Buisness Summit” at JIMS, Ghaziabad (UP).
- Attended FDP on Bibliometric Analysis at Jaipuria Institute of Management, Ghaziabad (UP).
- Organized International Conference on “EMERGING INFORMATION & COMMUNICATION TECHNOLOGY FOR IMPROVING STANDARD OF LIVING" at IMS, Noida on16th &17th of Sep,2016
- Organized many Quiz Competition Inter & Intra college name “Tech Cocktail season 3,4,5”.
- Attended International Conference LATMAS, IIMT on Building across- platforms on mobile apps on 16th Feb 2016.
- Attended International Conference ICERCSE on How is multi- layer approach helpful in providing: "Safe social networking" on 27th Nov 2015.
- Attended 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.
- Attended International Conference Innovation and Sustainability: Managing for Change at Hindu Institute of Management, Sonepat on Banking Industry & Media: Print Media Impact on First Time Retail Banking Users On 2/4/2014
- Attended National Conference NCTAAE 2014 at Technia Institute of Advanced Studies on How are Google Apps a support & Help in IT latest technology on 4/1/2014.
- National Conference CYBERSPACE OR DUPERSPACE For Online Consumers at IMS, Noida on Effect of E-marketing on small scale Business & Medium Scale Business On 4/1/2014
- Attended & was session chair for one of the technical session two days FDP at IMS Noida on 21st & 22nd March 2014 on BIGDATA analytics using HADOOP Technology.
- Attended Workshop on Ethical Hacking on 9 Oct 2012, at IMS, Noida
Other Academic Activities
- 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