Prof. Dr. Mitra Purandare

IFS Institut für SoftwareProfessorin für Angewandte AI und Deployment, Leiterin AI Applications and Deployment Lab
+41 58 257 46 44mitra.purandare@ost.chhttps://www.ost.ch/de/forschung-und-dienstleistungen/informatik/ifs-institut-fuer-software/ai-applications-and-deployment-lab
Profil
Beruflicher Abschluss
- Dr.Sc., ETH Zurich
- M.Sc., University of Colorado Boulder, Boulder, USA
- Bachelor Of Engineering, Government College of Engineering Pune, India
Weitere Angaben
AI Applications and Deployment LabFachliche Schwerpunkte
- Formal Verification of hardware and software systems
- Machine Learning
- Embedded Systems
- Artificial Intelligence
- Large Language Models
- Agentic AI
- multi-modal AI
- AI Engineering
Publikationen
Fachzeitschrift
- Loch, F., Purandare, M., Stolze, M. (2024). So unterstützt KI die Redaktion. Technische Kommunikation (tekom), 2, 42–46
Paper
- SMARE: Structure Matching and Recognition Engine For Hand-Drawn Chemical Formulas, Proceedings of the 26th International Conference on Artificial Intelligence in Education (AIED 2025), LNCS (Springer)
- Tobias Rothlin, Mitra Purandare. ReGeo: A Direct Regression Approach for Global Image Geo-Localization, IEEE Swiss Data Science conference 2025
- Acceleration-as-a-µService: A Cloud-native Monte-Carlo Option Pricing Engine on CPUs, GPUs and Disaggregated FPGAs. CLOUD 2021: 2021.
- FPGA Accelerated Analysis of Boolean Gene Regulatory Networks Transactions on Computational Biology and Bioinformatics: 2020. IEEE/ACM,
Buchkapitel
- Thoms, L., Rothlin, T., Purandare, M., Loch, F., & Huwer, J. (2024). ChemStructLearn: KI-basierte Bilderkennung zur Diagnose von Schülerfehlern beim Zeichnen von Strukturformeln. In Kompetenzen für den Unterricht mit und über Künstliche Intelligenz (pp. 66-69). Münster: Waxmann. ISBN 978-3-8309-4931-2.
Betreute Arbeiten
| Verfasser/in | Titel | Jahr | Art der Arbeit |
| Kailing Peng | AI for creating Standardized Reports | 2025 | Bachelorarbeit |
| Moritz Schiesser | AI-Driven Podcasts on Swiss National Votes | 2025 | Masterarbeit |
|
Noah Adrian Fleischmann, Dominik Rüegg | AI-Powered Invoice Automation | 2025 | Studienarbeit / Semesterarbeit |
|
Aziz Hazeraj, Thashvar Uthayakumar | Controlled Image Generation for Reflecting Eating Habits in Virtual Avatars | 2025 | Bachelorarbeit |
| David Kühnhanss | Convolutional Conditional Neural Processes for sub-kilometer wind gust prediction | 2025 | Masterarbeit |
|
Elena Gerber, Noël Joost | Development of an LLM-first 2D Video Game | 2025 | Bachelorarbeit |
| Tobias Rothlin | Geo-Localization of Images | 2025 | Masterarbeit |
|
Leonardo Ravani, Simon Peier, Tobias Kistler | PhotoChef | 2025 | Studienarbeit / Semesterarbeit |
| Lars Herrmann | ProdMonitor | 2025 | Masterarbeit |
|
Timo Klingler, Davide Ferrara | W5: Who did What to Whom, Where and When | 2025 | Bachelorarbeit |
|
Dominik Castelberg, Linus Flury | AI as a Teacher’s Assistant | 2024 | Bachelorarbeit |
| Lars Herrmann | AI Contaminant Detection | 2024 | Projektarbeit |
| Kevin Löffler | AI for Digitization of historic architectural plans | 2024 | Studienarbeit / Semesterarbeit |
| Kevin Löffler | AI-Pipeline Integration for Historic Plan Digitisation | 2024 | Bachelorarbeit |
| Fabien Zufferey | Deep learning for detecting contaminants in poultry | 2024 | Masterarbeit |
| Reto Ehrensperger | Enhancing Java Performance: vector API or iGPU? | 2024 | Masterarbeit |
|
Dominik Castelberg, Linus Flury | Large Language Models for development of Haskell programs | 2024 | Studienarbeit / Semesterarbeit |
| Moritz Schiesser | Leveraging Tool-Calling to enhance LLM Capabilities | 2024 | Projektarbeit |
| David Kühnhanss | Makani Walensee | 2024 | Projektarbeit |
| David Kühnhanss | Makani Walensee: Wind speed predictions at Walensee | 2024 | Projektarbeit |
| Andri Joos | PanPal: A chef's chatbot | 2024 | Bachelorarbeit |
| Pascal Lehmann | The Impact of Aggregated Leaks on Privacy | 2024 | Studienarbeit / Semesterarbeit |
| Andri Trottmann | TinyML on STM32 | 2024 | Projektarbeit |
|
Anina Bytyçi, Myriam Assunção | ARTMX | 2023 | Bachelorarbeit |
|
Christopher Hilfing, Lara Gubler, Petra Heeb | Crypto Agility | 2023 | Bachelorarbeit |
|
Dominik Ehrle, Marco Agostini | Cyber Shield | 2023 | Bachelorarbeit |
| Patrick Looser | Enhancing Generalization of Autonomous Driving Agents in Complex Environments | 2023 | Masterarbeit |
| Benjamin Frei | Fab Analytic Miner | 2023 | Projektarbeit |
| Reto Ehrensperger | GPU support for Scala with Tasty | 2023 | Projektarbeit |
| Benjamin Frei | Lean Manufacturing Analysis Supported by Process Mining | 2023 | Projektarbeit |
|
Daniel Frick, Zvonimir Serkinic | Pantry | 2023 | Studienarbeit / Semesterarbeit |
|
Dominik Ehrle, Marco Agostini | Response Recommendations to Cyber Security Threats | 2023 | Studienarbeit / Semesterarbeit |
| Reto Ehrensperger | Scala Compiler Plugin for GPU support | 2023 | Projektarbeit |
| Moritz Schiesser | Scraping, Embedding and Clustering articles from Swiss online news outlets | 2023 | Projektarbeit |
| Lars Herrmann | SlamCar | 2023 | Projektarbeit |
|
Caspar Martens, Simon Kindhauser | The Impact of Aggregated Leaks on Privacy | 2023 | Bachelorarbeit |
| Benjamin Plattner | Vehicle Platooning Using Multi-Agent Reinforcement Learning | 2023 | Bachelorarbeit |
| Roman Bögli | Zero-Knowledge Inclusion Proofs | 2023 | Projektarbeit |
|
Pascal Gsell, Roman Spring | Bachelorarbeit Zugsimulator | 2022 | Bachelorarbeit |
|
Thomas Hindermann, Jonas Knupp | Faster Stock Option Pricing | 2022 | Bachelorarbeit |
|
Floris Staub, Marc Emch | gpu4java | 2022 | Studienarbeit / Semesterarbeit |
|
Ruwen Frick, Igor Cetkovic | SmartEating | 2022 | Studienarbeit / Semesterarbeit |
|
Ruwen Frick, Igor Cetkovic | SmartEating | 2022 | Bachelorarbeit |