Moti R.

Graduate IIT-G;Python, ML, Deep Learning, NLP, DS & Algo, Pytorch, Tensorflow, Computer vision

Jaipur , India

Experience: 1 Year

Moti

Jaipur , India

Graduate IIT-G;Python, ML, Deep Learning, NLP, DS & Algo, Pytorch, Tensorflow, Computer vision

20000 USD / Year

Immediate: Available

1 Year

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About Me

As a data science professional, I have 1 year 3 months experience in projects on Natural Language Processing, Deep Learning, and Computer Vision. My skills are Python, C++, Data Structure, and Algorithms. Understanding of python's library suc...

Skills

Positions

Machine Learning Engineers

Data scientist

Portfolio Projects

Sentiment Analysis on text

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Data cleaning and plotting, text cleaning, applied the pre-trained word to vector model, feature selection and model selection was my work

Description

Data cleaning is done using regex expressions. Logistic regression with tfidf is applied that got 68 percentage accuracy on test data. Neural network is trained using Keras sequential model using pre trained embedding that got 83 percentage est accuracy.

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https://github.com/MotiBaadror/clickbait-detection

Natural Language Programming Project

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Data Processing, Cleaning, Modeling and Improving performance

Description

Project is the Natural Language Processing(NLP) related problem. NLTK library is used to clean the data.
The solution approach achieved a good classification accuracy of 0.92 using transfer learning. The ULMFit
model is trained on the dataset using fast-ai library.

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