Present
Hi! I am Anupam. I am currently working as a Postdoctoral Researcher in the Systems Group at TU-Darmstadt. My research interests lie in and around database systems. My current research focuses on the Testing and Benchmarking of Database Systems and Foundation Models for Data Engineering.
Experience
Postdoctoral Researcher May 2024 - PresentTU-Darmstadt, Germany.Host: Prof. Carsten Binnig |
Research Scientist Aug 2022 - Feb 2024IBM Research, Bengaluru, India. |
Project Intern May 2021 - Aug 2021IBM Research, India. |
Technical Project Leader Aug 2016 - Aug 20172012 Labs (Database Team), Huawei Technologies India Pvt. Ltd. |
Project Intern May - July 2013CSE Dept., IIT Bombay |
Teaching |
Co-Instructor Oct 2024 - Mar 2025Extended Seminar: AI for Data Management, TU Darmstadt |
Teaching Assistant Aug - Dec 2019Course: E0225 Design and Analysis of Algorithms, CSA Dept., IISc |
Teaching Assistant Aug - Dec 2015, Aug - Dec 2018Course: E0261 Database Management Systems, CSA/CDS Dept., IISc |
Teaching Assistant Aug - Dec 2018Course: UE101 Algorithms and Programming, UG Dept., IISc |
Teaching Assistant Jan 2014 - May 2014Course: Information Systems Lab, CS/IT Dept., JIIT |
Education
Ph.D. - Computer Science and Engineering 2017 - 2022Computer Science and Automation Dept., Indian Institute of Science, Bangalore.Advisor: Prof. Jayant Haritsa Thesis: Hydra: A Dynamic Approach to Database Regeneration. |
M.E. - Computer Science and Engineering 2014 - 2016Computer Science and Automation Dept., Indian Institute of Science, Bangalore. |
B.Tech. - Information Technology 2010 - 2014Computer Science and IT Dept., Jaypee Institute of Information Technology, NOIDA. |
Higher Secondary Education 2010No. 1 Air Force School, Gwalior (CBSE) |
Publications
Beyond Row Counts: Enhancing Workload-Aware Data Synthesis |
| A. Sanghi EDBT Workshop: 27th Intl. Workshop on Design, Optimization, Languages and Analytical Processing of Big Data (DOLAP), Barcelona, Spain, March 2025. |
LLMs for Enterprise Data Engineering |
| J. Bodensohn, L. Vogel, A. Sanghi, C. Binnig ELLIS Workshop on Representation Learning and Generative Models for Structured Data, Amsterdam, Netherlands, February 2025 |
Automating Enterprise Data Engineering with LLMs |
| J. Bodensohn, U. Brackmann, L. Vogel, A. Sanghi, C. Binnig NeurIPS Workshop: Table Representation Learning Workshop (TRL), Vancouver, Canada, December 2024. |
LLMs for Data Engineering on Enterprise Data |
| J. Bodensohn, U. Brackmann, L. Vogel, M. Urban, A. Sanghi, C. Binnig VLDB Workshop: Tabular Data Analysis Workshop (TaDA), Guangzhou, China, September 2024. |
Surprise Benchmarking: The Why, What, and How |
| L. Benson, C. Binnig, J. Bodensohn, F. Lorenzi, J. Luo, D. Porobic, T. Rabl, A. Sanghi, R. Sears, P. Tözün, and T. Ziegler (alphabetically sorted) SIGMOD Workshop: 10th Intl. Workshop on Testing Database Systems (DBTest), Santiago, Chile, June 2024. |
Tabular Data Synthesis with GANs for Adaptive AI Models |
| Sandeep Hans*, Anupam Sanghi*, and Diptikalyan Saha Proc. of 7th Joint Intl. Conf. on Data Science & Management of Data (CODS-COMAD), Bangalore, India, January 2024. * (equal contribution) |
Synthetic Data Generation for Enterprise DBMS (tutorial) |
| A. Sanghi, and J. Haritsa Proc. of 39th IEEE Intl. Conf. on Data Engineering (ICDE), Anaheim, California, USA, April 2023. |
Semantic Automation for Data Discovery (tutorial) |
| Rajmohan C, R. Chaudhuri, B. Ganesan, A. Sanghi, A. Agarwal and S. Mehta Proc. of 6th Joint Intl. Conf. on Data Science & Management of Data (CODS-COMAD), January 2023. |
Projection-Compliant Database Generation |
| A. Sanghi, S. Ahmed and J. Haritsa PVLDB Journal, 15(5), January 2022, pgs. 998-1010 |
Towards Generating HiFi Databases |
| A. Sanghi, Rajkumar S. and J. Haritsa Proc. of 26th Intl. Conf. on Database Systems for Advanced Applications (DASFAA), Taipei, Taiwan ROC, April 2021 |
HYDRA: A Dynamic Big Data Regenerator (demo) |
| A. Sanghi, R. Sood, D. Singh, J. Haritsa and S. Tirthapura PVLDB Journal, 11(12), August 2018, pgs. 1974-1977 |
Scalable and Dynamic Regeneration of Big Data Volumes |
| A. Sanghi, R. Sood, J. Haritsa and S. Tirthapura
Proc. of 21st Intl. Conf. on Extending DataBase Technology (EDBT), Vienna, Austria, March 2018 |
Achievements
- Our paper received the Best Short Paper Award at VLDB Workshop on Tabular Data Analysis (TaDA), Aug. 2024.
- Received Distinguished Reviewer Award for Applied Data Science Research Track, CODS-COMAD, 2024.
- Awarded IBM PhD Fellowship 2019. Thanks IBM!
- Received Microsoft Research Travel Grant to visit VLDB 2018, Rio de Janeiro, Brazil, and VLDB 2022, Sydney, Australia.
- Received VLDB Travel Fellowship to visit VLDB 2018, Rio de Janeiro, Brazil, and VLDB 2022, Sydney, Australia.
- Received Best Poster Award at the Young Researchers' Symposium, CoDS-COMAD 2018.
- Received the Future Star Award 2017 at Huawei Technologies India Pvt. Ltd.
- Secured All India Rank 22 with a score of 953 in Graduate Aptitude Test in Engineering (GATE), Computer Science, 2014.
- Won top 0.1% merit certificate from CBSE for English in Class 12th and Mathematics in Class 10th
Service
- Program committee member in SIGMOD 2026, DBTest 2024, CODS-COMAD 2024 (Jan. edition), CODS-COMAD 2024 (Dec. edition).
- Participant of the Dagstuhl Seminar on Ensuring Reliability and Robustness of Database Management Systems, in 2021 and 2023.
- Member of the Diversity Council at IBM Research, India, May 2023 - Feb 2024.
- Chair for a Session on Benchmarking, Performance Modeling, Tuning, and Testing at ICDE 2023.
- Member of the Student Welfare Committee at CSA Dept, IISc during 2020-2022.