Hi, I am a second year master's student at the department of Computational and Data Sciences (IISc). I am associated with the Machine and Language Learning Lab where I am advised by Prof. Partha Talukdar. I am interested in Machine Learning and Natural Language Processing. Presently I am working on representation learning for Open Knowledge Graphs.

Apart from academics I keep interest in sports and music. I am an avid football fan and a part-time guitarist. I get immense joy in learning a new sport/instrument. I also love to read psychology books one of my favourites being "Mindset" by Carol Dweck.

Education

• M.Tech, CDS, Indian Institute of Science, Bangalore, 2018-Current.
  

  Advisor: Partha Talukdar

• B.Tech, EEE, National Institute of Technology, Warangal, 2013-2017.

  Advisor: M. Sydulu

Work Experience

• Samsung Research Institute, Bangalore. Senior Engineer, Jan 2020 - Present
• Tesco Search Science Team, Bangalore. Intern, June 2019 - July 2019
• Oracle, Hyderabad. Application Developer, June 2017 - July 2018

Projects

• EXTRAS: Transformer Model for Abstractive Summarization [code]
• Word2vec Skip-Gram [code]
• Neural Machine Translation using Seq2seq and Attention [code]
• CKY Parser using PCFG [code]
• Text-Editor [code]
• Facebook-bot for Automated Complaint Registration [code]

Publications

• An On-device Deep-Learning Approach for Attribute Extraction from Heterogeneous Unstructured Text
  Mahesh Gorijala, Aniruddha Bala, Pinaki Bhaskar, Krishnaditya and Vikram Mupparthi
  In Proceedings of International Conference on Natural Language Processing (ICON 2021)
• Decomposing camera and object motion for an improved video sequence prediction
  Meenakshi Sarkar, Debasish Ghose and Aniruddha Bala
  In NeurIPS 2020 Workshop on Pre-registration in Machine Learning, PMLR 2021
  [pdf]

Contact

aniruddhab@iisc.ac.in