Silky G. Profile

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C Programming

Java

JavaScript

JSP

Python

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$25 USD / hora

bangalore,

india

$25 USD / hora

No momento são 9:48 PM aqui

Entrou no Freelancer em agosto 9, 2016

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Silky G.

@SilkyGarg15

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(0 avaliações)

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$25 USD / hora

bangalore,

india

$25 USD / hora

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Data Scientist

A data oriented person with experience in applying Data Science Techniques and development with major focus in building supervised and unsupervised -predictive and interpretable Machine Learning, Deep Learning,Reinforcement Learning /Deep QL , NLP based models along with experience in Devops, Python, Linux and exposure to Azure/AWS Cloud, Rest API development and related technologies. Good exposure in gathering, cleaning and organizing data for use by technical and non-technical personnel Excellent communication, analytical and presentation skills

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Experiência

PricewaterHouseCoopers

jan. 2022 - Atual

Working as a Data Scientist. 1)Worked on doing clinical data anlaysis where I performed various steps starting from EDA to the clustering of data using K means and Autoencoder -Decoder technique for a health care client.(Python,Pandas,Machine Learning) 2)Worked on building dashboards using AWS Quicksight for different clients.

Hexaware

mai. 2021 - dez. 2021 (7 meses, 1 dia)

1) Multiple executions were done on Imagenet Dataset using distributed GPU (Horovord library) and Resnet18 and Resnet 50 Models to obtain an efficient model so as to gain good accuracy and lesser training time. 2)Performed summation of the digit identified form MNIST dataset and a random integer incorporated into the MNIST dataset using sequential models to prove that complex architectures can be used for simpler tasks.

Infosys

set. 2015 - dez. 2021 (6 anos, 3 meses)

1)Built Machine Learning Model to analyze 700k alerts and close False Positive Alerts which saved immense effort of the Risk and Finance officers. 2)Assisted in performing Pytorch operations for 3D tensors for optimizing the packaging of products for a manufacturing client. 3)Developed and deployed API which invoked the SOAP webservice to pass the unusual matter details information received from the UI portal which in turn generated a Case Id for further investigation by risk officers.

Educação

Post Graduate Diploma in Machine Learning & AI

International Institute of Information Technology,

India

2020 - 2021

(1 ano)

B.Tech

Jaypee University of Information Technology,

India

2011 - 2015

(4 anos)

Qualificações

IIIT Bangalore

2021

1. Spark Funds Investment Company to identify key companies/area for investment. 2. Bike Sharing Company to identify the key features for increasing bike rental. 3. Identified loan defaulters for Lending Club. 4. Trained different algorithms to identify customer churn for a telecom company 5. Predicted POS tags for a text corpus using Viterbi Algorithm. 6. Built chatbot for a restaurant using RASA Framework. 7.Gesture Recognition model to classify images and compared approx. 52 models.