Dr Saritha Unnikrishnan

Jt Lecturer

Contact Details

Lecturer In Data Science & Machine Learning
Computing and Electronic Engineering
E2019
Institute of Technology, Sligo
Ballinode

E: unnikrishnan.saritha@itsligo.ie
W: https://orcid.org/my-orcid?orcid=0000-0001-8711-2934
Jt Assistant Lecturer
Address

E: Unnikrishnan.Saritha@itsligo.ie
 
researcher

Biography

Dr. Saritha Unnikrishnan is a lecturer in the Department of Computing and Electronics, IT Sligo. She is working as a Principal Investigator in the PEM and MISHE Strategic Research Centres. She joined IT Sligo in 2015 as a PhD researcher in Computer Vision and Machine Learning with a focus on pharmaceutical manufacturing applications. Dr. Unnikrishnan’s research work has been carried out in collaboration with GlaxoSmithKline (Ireland & UK) Ltd. She also has several years of experience in the software industry working with various multinational companies. 

Dr. Unnikrishnan has been nominated as a National Delegate and Management Committee member of the EU funded COST Action 18206 (https://glimr.eu/) and is involved in the Working Group which focusses on co-ordinating the identification and quantification of advanced MRI biomarkers for the application in the field of glioma. (Glioma is the most common and aggressive brain tumour that arises throughout the central nervous system.)

She has presented her research at various conferences including the Future Intelligent Manufacturing session in the 4th International Conference on Universal Village, 2018 at MIT, Boston, USA. She won the best oral presentation awards at Microscopy Society of Ireland Annual Symposium, 2018 and IT Sligo postgrad conference, 2017. She also won the best poster award in the IT Sligo postgrad conference, 2018.

Her current research interests are mainly around AI-driven technologies and applications in in manufacturing automation and health innovation. These include digital automation using real-time image analysis and Artificial Intelligence (AI), XAI taxonomies, Generative models and Ensemble learning, Medical image classification using AI as opposed to manual screening to reduce overloads and to achieve less subjective and faster results, Investigation of medical image biomarkers for tumor characterisation using radiomics.

Research Interests

Peer Reviewed Journals

  Year Publication
(2021) 'In-process analysis of pharmaceutical emulsions using computer vision and artificial intelligence'
Unnikrishnan, Saritha and Donovan, John and Macpherson, Russell and Tormey, David (2021) 'In-process analysis of pharmaceutical emulsions using computer vision and artificial intelligence'. Chemical Engineering Research and Design, 166 :281-294 [DOI] [Details]
(2020) 'An Integrated Histogram-Based Vision and Machine-Learning Classification Model for Industrial Emulsion Processing'
Unnikrishnan, S. and Donovan, J. and Macpherson, R. and Tormey, D. (2020) 'An Integrated Histogram-Based Vision and Machine-Learning Classification Model for Industrial Emulsion Processing'. IEEE Transactions on Industrial Informatics, 16 (9):5948-5955 [Details]
(2020) 'Machine Learning for Automated Quality Evaluation in Pharmaceutical Manufacturing of Emulsions'
Unnikrishnan, S. and Donovan, J. and Macpherson, R. and Tormey, D. (2020) 'Machine Learning for Automated Quality Evaluation in Pharmaceutical Manufacturing of Emulsions'. Journal of Pharmaceutical Innovation, [DOI] [Details]

Honours and Awards

  Year Title Awarding Body
2018 Best Poster Award Institute of technology Sligo
2018 Best oral presentation award in Materials Science Microscopy Society of Ireland Annual Symposium
2019 National delegate and Management Commitee member for COST CA 18206 COST CA 18206
2017 Best elevator pitch award Institute of technology Sligo

Modules Taught

  Term (ID)) Title Link Subject
202100 L7 Final year Project 42139L7 Final year Project
202100 Connected Vehicles 42150Connected Vehicles
202100 Connected Vehicles 43690Connected Vehicles
202100 L7 Final year Project 42138L7 Final year Project
202100 C Programming 201 43401C Programming 201
202100 C Programming 201 31756C Programming 201
202100 L7 Final year Project 42140L7 Final year Project
202100 C Programming 201 43399C Programming 201
202100 Data Analytics and Visualisati 44607Data Analytics and Visualisati