About Me
Hello!
I am a Data Scientist working at DeepAffects. DeepAffects is an AI powered Voice Intelligence startup where we work on Automated multi-speaker recognition, voiceprints, emotions & intent extraction from natural conversations. Prior to that I was a research intern at the Center For Indian Language Technology at IIT Bombay, under the guidance of Dr. Pushpak Bhattacharyya and Dr. Malhar Kulkarni. Here I worked on distributed representations for Indian Languages and their applications for Automated Cognate Detection and Computational Phylogenetics. I also had an opportunity to work in the exciting field of Cognitive NLP.
In my free time I love reading books and write articles. I am a part of the vibrant reading community Readers By The Bay and often contribute to Coffee Writers Blog.
Interests
- Natural Language Processing
- Computational Linguistics
- Speech Processing
- Psycholinguistics
Education
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Bachelor of Engineering in Computer Science, 2019
Pune Institute of Computer Technology, Pune University
Experience
Data Scientist
DeepAffects
Responsibilities include:
- Research and analysis of NLU and speech intelligence of multi-speaker conversations.
- Development and scaling of DeepAffect’s abstractive summarization API which processed over 1M+ minutes of audio into summaries.
- Built DeepAffect’s conversation analytics and metrics including dialogue act tagging, intent classification, question and answering systems using PyTorch.
Research Intern
Center for Indian Language Technology, IIT Bombay
Responsibilities include:
- Research in the distributed representations for Indian languages.
- Investigations into the cross-lingual embeddings and transfer for low-resource NLP.
- Developed the novel Textual History Analysis Tool to capture the historical evolution of texts through various temporal stages and digitized manuscripts using computational phylogenetics.