About
Summary
Holding a Masters in Signal Processing from National Institute of Technology, Calicut (NITC), I am driven by passion for Data Science and Artificial Intelligence. I am currently working in the field of Natural Language Processing. And am looking forward to finding research opportunities in the field of Machine Learning in the broad sense.
Positions
Data Scientist Oct 2017 -
Tasks include analysing large amount of customer data for the clients and provide them with insights and visualisations. Work with data to provide possible predictions using ML techniques. implement classifiers and topic models on customer comments. Also try out other NLP methods for client specific cases. Currently, we are finding methods in literature that encodes a graph into a vector, so that a dialogue system can efficiently learn a policy, despite the lack of much training data. We had also been looking for methods in NLP using Capsule Networks that use dynamic routing on text data.
Junior Consultant Oct 2016 - Apr 2017
Software Development, mostly in Python and C. Projects included,
- An RTC protocol level development for Python.
- A graph based recommender system with NetworkX
Education
National Institute of Technology, Calicut 2011 - 2013
Field of study: Signal Processing
Degree: Master of Technology
This degree was rather math rich and we had subjects like Random Processes, Estimation and Detection Theory, Information Theory, Digital Image Processing, Wavelet Theory, Neural Networks in Pattern Recognition, Adaptive Signal Processing etc.
Cochin University of Science and Technology 2006 - 2010
Field of study: Electronics and Communication Engineering
Degree: Bachelor of Technology
This degree focused on basics in Electronics and Telecommunication Engineering. We had subjects like Mathematics, Physics, Digital Signal Processing, Control Systems, Electronic systems, Computer Programming etc. The subjects were more diverse.
Skills
Python, C, Matlab, Machine Learning, PyTorch
Professional interests
Artificial Intelligence, Machine Learning, Data Science
CV
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