06 Sep
|
Amrita Vishwa Vidyapeetham
|
Chennai
06 Sep
Amrita Vishwa Vidyapeetham
Chennai
Job Title Postdoctoral Fellowship in Machine Learning, Deep Learning, and Optimization Algorithms for Healthcare Applications Location Chennai, TamilNadu Required Number 1 Qualification
Ph.D. in Computer Science, Artificial Intelligence, Data Science, or a closely related discipline, with demonstrated expertise in Machine Learning, Deep Learning, or Optimization Algorithms.
Prior research experience in healthcare/biomedical applications of AI (e.g., disease prediction, medical image analysis, clinical decision support) will be an added advantage.
Job description
This Position Is Part Of The "Machine Learning & Health Informatics (ML-HI)" Research Group — a Dynamic R&D; Team Focusing On Intelligent, Data-driven Algorithms For Real-world Healthcare And Decision-support Systems. This Position Will Involve R&D; Focused On
Design and development of deep learning architectures (CNN, RNN/LSTM, Transformer-based models) for disease prediction, diagnosis, and severity estimation.
Development and benchmarking of novel optimization algorithms (metaheuristic, bio-inspired,
and hybrid optimization techniques) for improving model accuracy and efficiency.
Application of machine learning and deep learning techniques to healthcare analytics, clinical/medical data mining, and predictive modelling.
The Selected Candidate Will Also Have Opportunities To Collaborate With Allied Research Centres At Amrita Chennai For R&D; Projects Focused On
Explainable AI (XAI) and trustworthy ML models for clinical decision support.
Optimization-driven hyperparameter tuning and model compression for real-time healthcare applications.
Data mining, NLP, and predictive analytics applied to biomedical and clinical datasets.
The position also offers the opportunity to participate in nationally and internationally funded team-oriented R&D; projects in the areas of AI/ML, optimization, and healthcare informatics.
Key Responsibilities
Conduct and lead high-impact research in machine learning, deep learnin
📌 Postdoctoral Fellowship in Machine Learning, Deep Learning, and Optimization Algorithms for Healthcare Applications @Chennai
🏢 Amrita Vishwa Vidyapeetham
📍 Chennai