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Shanya Anand

Senior Data Scientist | IIT Bombay

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About

Shanya Anand is a highly skilled Senior Data Scientist with a background in Engineering Physics from the Indian Institute of Technology, Bombay. With almost three years of relevant experience, Shanya has a proven track record of delivering innovative solutions to complex data problems. Currently, Shanya is working at Publicis Sapient, where she has developed a controllable language generation model for description generation, using a pre-trained GPT-2 and simple attributes to guide text generation. She has also developed a model for classifying flora species using one-shot classification and elastic search. Additionally, Shanya has programmed a model to validate web page accessibility standards using object detection with a text detection module. Prior to her current position, Shanya worked at Siemens, where she built an integrated UI to classify bugs in software, incorporating a Random Forest Model. She improved the F1 score of the model through SMOTE, TOMEK, and Cost Sensitive techniques. Shanya also worked on a project to predict the number of defects using a Transformer Attention Model, which increased performance metrics by approximately 60 percent. Shanya's past experience also includes working at Homi Bhabha Centre for Science Education, where she built an algorithm to quickly reconstruct particle tracks from 3D points left in silicon detectors using a Siamese DNN. Shanya is proficient in a wide range of technologies, including GPT, Random Forest, Elastic Search, Neural Networks, AWS, Java, SQL, Pytorch, Tensorflow, Flask, and Docker, among others. She is a skilled researcher, data scientist, and software engineer with expertise in object detection, image segmentation, and deep learning. Shanya is a team player who enjoys discussing ideas and deploying agile solutions on a short time scale. She is passionate about contributing to start-ups and is always eager to take on new challenges.

Education Overview

iit bombay indian institute of technology bombay

Companies Overview

constellation

publicis sapient

siemens

homi bhabha centre for science education

iit bombay heritage foundation

Experience Overview

4.3 Years

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Contact Details

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anaXXXXXXXXXXXXXXXXXXom

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+91XXXXXXXX14

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Frequently asked questions

What company does Shanya Anand work for?

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Shanya Anand works for constellation

What is Shanya Anand role in their workplace?

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Shanya Anand's role in their workplace is Data Scientist

What is Shanya Anand's tenure in their workplace?

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Shanya Anand's tenure in their workplace is 0.75 years

What is Shanya Anand's total experience?

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Shanya Anand's total experience is 4.25 years

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Shanya Anand's LinkedIn profile can be found here

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Shanya Anand's email address is anaXXXXXXXXXXXXXXXXXXom. Unlock here

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Shanya Anand's phone number is +91XXXXXXXX14. Unlock here

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Shanya Anand has attended iit bombay indian institute of technology bombay

What companies has Shanya Anand worked with?

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Shanya Anand has worked with constellation, publicis sapient, siemens, homi bhabha centre for science education, iit bombay heritage foundation

What are some of Shanya Anand's skills?

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Shanya Anand has skills in Algorithms, Amazon Web Services (AWS), Application Programming Interfaces (API), Bash, Consulting, Creativity and more.

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