Digvijay Y.

Digvijay Y.

Data Scientist (IIT B alumni) with experience in machine learning, Deep learning, NLP, deployment.

Pune , India

Experience: 3 Years

Digvijay

Pune , India

Data Scientist (IIT B alumni) with experience in machine learning, Deep learning, NLP, deployment.

44040.5 USD / Year

  • Immediate: Available

3 Years

Now you can Instantly Chat with Digvijay!

About Me

An IIT B  postgraduate with 3+ years of experience in deep learning and machine learning from TCS Research. Skilled in python packages like Scikit-learn, Numpy, Pandas, Tensorflow, Keras, Hugging Face, NLTK, Spacy and Gensim, Matplotlib, Streamli...

Show More

Portfolio Projects

Social media influencer classification by using attention based models

Company

Social media influencer classification by using attention based models

Description

This project identified the most relevant Influencers among the 15k Influencers

 The dataset is obtained from Instagram posts containing text and images.

 Data cleaning is done for text and images followed by the labelling of posts.

 BERT and Inception models are used to extract features from images and text

These features are used as input to the attention layer and that is classified in various categories

 The category present in the posts is decided based on the topic present in the posts.

Show More Show Less

Extractive text summarization by using deep learning and BERT

Company

Extractive text summarization by using deep learning and BERT

Description

+ This project helped more than 500 researchers for extracting summaries from research abstracts

+ The dataset used for this study has 200000 paragraphs with their summary

+ Formulated summarization task as a multi-label deletion-based problem

+ The baseline model is Bi-LSTM based model with GloVe embeddings as input

+ The pre-trained BERT model is fine-tuned with BERT word piece embeddings as input

Show More Show Less