artificiallama.github.io

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Project maintained by artificiallama Hosted on GitHub Pages — Theme by mattgraham

Education

Ph.D. from MIT, Cambridge (2008)
       Optimal estimation applied to non-linear models.

Certificate course in Machine Learning York University, Toronto (2019)

I am a postdoctoral researcher based in Toronto. My research work is in the field of Monte-Carlo based optimal estimation. I assimilate satellite data and insitu observations into geospatial models. I hold a Bachelors and Masters degrees in Physics from India.

I have expertise in Artificial Intelligence/Deep Learning. I am particularly interested in Natural Language Processing (NLP), image processing, optimization and climate/atmosphere related problems.

My skills include :

• Python, scikit-learn, Pandas
• Pytorch, Keras, Scipy, Numpy
• Linux, Bash scripting
• SQL, Git, Matlab, Fortran.
• MLFLow, Docker, Flask, html, CSS, C++
• CNN

I have done the following the projects,

1. Predicting S&P price using sentiment analysis of Wall Street Journals headlines.

2. Near real-time sentiment analysis of tweets about Tesla.

3. A hybrid recommender system for online sales company.

4. Named Entity recognition tested on news headlines.

5. GAN for generation of logos.

Work experience
Postdoctoral fellow/visiting scientist at Naval Research Laboratory, California from 2009-2012
Postdoctoral Research Associate at Texas A&M University from 2013-2015
Postdoctoral Research Fellow at University of Toronto 2015-