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$2 USD / hour
Flag of INDIA
$2 USD / hour
It's currently 7:52 PM here
Joined August 7, 2018
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Ayan K.

@ayankundu09

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$2 USD / hour
Flag of INDIA
$2 USD / hour
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Data Scientist

I am currently involved in the field of data science and working as a data scientist for a multinational bank. I have my post graduate from Indian Statistical Institute and done my graduation in Mathematics with strong background in the field of Mathematics ,Statistics and Machine Learning and also had an experience of working in the field of Data Science using Deep learning and Natural language processing. I have experience of working in different projects like investment management,cost optimization in reverse logistics of a e-commerce,Stock prediction using deep learning.

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Experience

Product Data Scientist

Mbb Labs Pvt. Ltd(ODC of MayBank)
Feb 2019 - Present
Currently I am working as a data scientist for the project of instant loan approval as a time series expert and modelling the time series data with the help of advanced statistical models and neural network based model. I also have worked for the project of investment management and portfolio optimization.

Data Scientist-Financial Services Analytics

Innoplexus Consulting Services Pvt. LTD
May 2018 - Jul 2018 (2 months, 1 day)
Analysis of news article for stock prediction using Deep learning and NLP:Company Named Entity Recognition and Sector Classification from About Us pages,Sentiment analysis of a financial news article,Stock prediction for a particular company based on news articles,company's meta information and 50 days lookback price which finds the relevance between the news events of one day to the stock prices and hence predict the upward,downward or unaltered movement of the stock for the following day.

Education

Master of Science in Quality Management Science

Indian Statistical Institute, India 2017 - 2019
(2 years)

Bachelor of Science(Mathematics,Statistics,Economics)

St. Xavier's College, India 2014 - 2017
(3 years)

Qualifications

Inspire

Government of India
2014
For being in the top one percentile student in High school board exam

Statistical Thinking in Python

DataCamp
2017
Inferential Statistics using Python

Deep Learning in Python

DataCamp
2017
Deep learning using Keras in Python

Publications

Stock Price Movement Prediction using Attention-Based Neural Network Framework

International Journal of Science and Research(IJSR)
Stock prediction for a particular company based on news articles,company's meta information and 50 days lookback price which finds the relevance between the news events of one day to the stock prices and hence predict the upward,downward or unaltered movement of the stock for the following day using attention based neural network which is better than other baseline model like RandomGus,SVM.

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