About Me
Hi, this is Shikha Mallick.
I am a machine learning engineer in the Intelligent Control Systems team at Siemens Industry Software (India) Private Limited. Here is [my CV].
Academic Background
[Highlight] I am looking for PhD to start in 2025 Fall. Contact me if you have any leads!
- Aug 2013 - June 2017: Dr. A.P.J. Abdul Kalam Technical University (Bachelor of Technology)
- Jul 2019 - Jul 2022: Indian Institute of Technology Palakkad (MS)
Research Interests
- Multimodal AI
- AI in Drug Discovery
- Generative AI
My current work focuses on practical problems that artificial intelligence faces in real world applications like healthcare, autonomous driving, among others. My interests are in Machine Learning and its applications in the Healthcare domain. In a nutshell, advanced technologies like Machine Learning in Healthcare positively influence human life. I wish to devote my talent to bridge the gap between AI and domain experts in the healthcare sector to increase patient outcomes.
News and Updates
- Mar 2024：My first paper CDGCN: Conditional de novo Drug Generative Model Using Graph Convolution Networks has received its first citation! h-index 1.
- Apr 2023：Our work, Physics and Data-Informed Formulation Design and Development for Chemical Processes, has been accepted in AIChe Spring Meet 2023.
- Apr 2023：My first paper, CDGCN: Conditional de novo Drug Generative Model Using Graph Convolution Networks is published in RECOMB 2023, see you in Istanbul!
- Aug 2021：We won first prize for our work, XGB-EVM, in the AI for Healthcare hackathon sponsored by SINE IITB and Derbi Foundation.
- Jun 2022：Successfully defended my MS thesis!
- If you are interested in my work, please feel free to chat/mail on [my gmail].