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Karthik Palyakere Suresh

Karthik Palyakere Suresh

GenAI & Computer Vision | Working Student @ Merck Life Science

karthikps
Kaiserslautern, Germany
Joined March 2026
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Summary

Applied researcher and engineer in computer vision and generative AI — combines academic research with engineering to deliver practical vision systems. karthikps
Peer-reviewed publication record in top-tier computer-vision venues — co-author of the ICCV 2025 paper 'TorchAdapt', demonstrating work on illumination-robust visual perception. thecvf+1
Builds production-oriented machine-learning tooling and workflows — portfolio notes experience with containerized training workflows (Docker/PyTorch) and edge/IDS pipelines. karthikps
Active open-source contributor — maintains TypeScript and workshop repositories on GitHub supporting reproducible tooling and demos. github+1

Work

Education

Projects

Writing

TorchAdapt: Towards Light-Agnostic Real-Time Visual Perception

January 1, 2025

Presents TorchAdapt, a real-time adaptive feature-enhancement framework that generalizes across illumination conditions by aligning features of enhanced and well-lit images; evaluated across multiple high-level vision tasks and shown to outperform state-of-the-art low-light and task-specific methods.

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