Ayan K. Profile

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$2 USD / hora

india

$2 USD / hora

Atualmente, está 9:36 PM aqui

Ingressou em agosto 7, 2018

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Ayan K.

@ayankundu09

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$2 USD / hora

india

$2 USD / hora

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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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Experiência

Mbb Labs Pvt. Ltd(ODC of MayBank)

fev. 2019 - Atual

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.

Innoplexus Consulting Services Pvt. LTD

mai. 2018 - jul. 2018 (2 meses, 1 dia)

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.

Educação

Master of Science in Quality Management Science

Indian Statistical Institute,

India

2017 - 2019

(2 anos)

Bachelor of Science(Mathematics,Statistics,Economics)

St. Xavier's College,

India

2014 - 2017

(3 anos)

Qualificações

Government of India

2014

For being in the top one percentile student in High school board exam

DataCamp

2017

Inferential Statistics using Python

DataCamp

2017

Deep learning using Keras in Python

Publicações

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.