Изображение профиля Wenja12
@Wenja12
Флаг India Roorkee, India
На сайте с 20 июля 2019 г.
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Wenja12

В сети Офлайн
Experienced Research Affiliate with a demonstrated history of working in the higher education industry. Skilled in Natural Language Processing (NLP), Management, Deep Learning, Machine Learning and image processing. Strong research background in Computational Astrophysics with an Integrated MTech focused in Geological and Earth Sciences/Geosciences from Indian Institute of Technology, Roorkee.
$45 USD/hr
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Portfolio Items

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Опыт работы

Junior Computational Astrophysicist

Jul 2019

My work involved the scraping of around 25,000 galaxies images of SDSS in Stripe 82 Region. The cleaned images are then fed through deep learning convolutional autoencoders, CycleGans and pix2pix neural networks for creating a semi-supervised model.

Research Associate

May 2019 - Jul 2019 (2 months)

The idea is to develop a supervised machine learning model to estimate soil temperature in data scarce lesser Himalayan regions. The analysis is done for half-hourly and hourly datasets for Monsoon and annual basis.

Research Associate

Dec 2018 - Jan 2019 (1 month)

My work started from webscraping of 6,83,404 entities followed by Text preprocessing for categorisation of text using String Similarity and Some supervised and unsupervised Machine Learning Algorithms .

Образование

Integrated MTech Geological Technology

2016 - 2019 (3 years)

Публикации

Soil Temperature Dynamics at Hillslope Scale—Field Observation and Machine Learning-Based Approach

The idea is to develop a supervised machine learning model to estimate soil temperature in data scarce lesser Himalayan regions. The analysis is done for half-hourly and hourly datasets for Monsoon and annual basis.

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