[PyTorch, Python, Tableau, GCP]
[ TensorFlow, Keras,Python ]
[PyTorch,Python, Open CV]
[ JAVA, SQL, JPA, Java-script]
Machine Language Translation handling Morphological Inflections:
[PyTorch, Fairseq, Python, AWS]
Proof of Concept: Demonstrated a Neural Machine Language Translation model to translate low to rich morphological languages (English to Hindi).
Impact: Including Morphology information to sentences it has an improvement of 6.1% on BLEU score over the state of art benchmark.
NLP with High Class Imbalance :
[TensorFlow, Python, GCP]
Proof of Concept: Classify genre by analyzing different music lyrics with a limited training data, time and computational resources.
Impact: Demonstrated improved accuracy by 4% of Logistic Regression model over comparative methods while simultaneously reducing training time by 60%.
View Prediction and Category classification of online news articles:
[ TensorFlow, Pandas, Scikit-learn,Numpy, Python, Tableau]
Proof of Concept: Demonstrated analysis on 50,000+ MASHABLE articles in a period of two years.
ALTERYX : Alteryx Designer core Certification (Data Analytics tool)
Data Science: Data Science Certification from TripleByte.
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