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analysis_and_modeling_on_data_science_jobs_Canada
analysis_and_modeling_on_data_science_jobs_Canada PublicI did exploratory data analysis on scraped job listings from Glassdoor, and built a salary prediction model deployed as a client-facing forecast tool.
Jupyter Notebook
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medical_intent_detector_using_BERT
medical_intent_detector_using_BERT PublicI built a multi-class classifier using BERT from Transformers that can identify common medical symptoms based on descriptive text.
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NLP-custom-named-entity-recognition-using-BERT-to-extract-tech-terms
NLP-custom-named-entity-recognition-using-BERT-to-extract-tech-terms PublicI build a pipeline of cleaning, preprocessing, training, validation, test and inference using BERT for extracting technology terms from articles
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product_demand_forecast_using_DeepAR_Amazon_SageMaker
product_demand_forecast_using_DeepAR_Amazon_SageMaker PublicI built a forecast tool using DeepAR (autoregressive RNN with LSTM cells) in Sagemaker that can predict the demand of hundreds of products simultaneously.
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Salary_prediction_flask_api_heroku
Salary_prediction_flask_api_heroku PublicI created a flask app that can predict salary using a SVM model and deployed it in Heroku.
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technology_term_extractor_app_streamlit_deployed_on_azure
technology_term_extractor_app_streamlit_deployed_on_azure PublicI created a technology term detector web app based on BERT model using Streamlit and deployed it with Docker on Azure
Python
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