Position Summary

WSAI, IIT Madras seeks a highly motivated Post-Doctoral Researcher with robust Artificial

Intelligence (AI) and Machine Learning (ML) expertise to establish advanced AI/ML pipelines

using multimodal biomedical datasets, including physiological signals, medical images, and

videos. The role is intended for candidates who have completed a PhD from a renowned academic

institution and have project experience in machine learning/AI in (biomedical) signal processing

together with radiological image processing.

The selected candidate will contribute to the design, development, validation, and deployment of

scalable AI/ML methods/ for clinically relevant research applications. The position is particularly

suited to applicants with hands-on experience in developing novel AI/ML algorithms in signal

processing and computer visions (including foundations models, Edge AI) and translational

healthcare research.

Key Responsibilities

● Design AI/ML algorithms and implement end-to-end AI/ML pipelines for biomedical

signal, image, and video datasets,



including acquisition, preprocessing, annotation support,

training, validation, and performance monitoring within the clinical settings as well as on

Edge devices such as smart phones, tablets, etc.

● Develop and optimize algorithms for ECG signal processing, including denoising,

segmentation, beat detection, rhythm analysis, feature extraction, and predictive modeling.

● Build deep learning workflows for echocardiography and/or radiological imaging

applications, including image classification, segmentation, object detection, temporal

tracking, and video-based interpretation.

● Integrate multimodal datasets such as ECG signals, echocardiographic cine loops, and

radiology images into reproducible analytical frameworks for research and model

development.

● Evaluate model performance using appropriate statistical, clinical, and technical metrics, and

support external validation and robustness testin

📌 Postdoctoral Researcher (Chennai Metropolitan Area)
🏢 IBSE: Centre for Integrative Biology and Systems medicinE
📍 Chennai Metropolitan Area