Pinned

1. analysis_and_modeling_on_data_science_jobs_Canada analysis_and_modeling_on_data_science_jobs_Canada Public

   I 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

2. medical_intent_detector_using_BERT medical_intent_detector_using_BERT Public

   I built a multi-class classifier using BERT from Transformers that can identify common medical symptoms based on descriptive text.

   Jupyter Notebook 11 7

3. NLP-custom-named-entity-recognition-using-BERT-to-extract-tech-terms NLP-custom-named-entity-recognition-using-BERT-to-extract-tech-terms Public

   I build a pipeline of cleaning, preprocessing, training, validation, test and inference using BERT for extracting technology terms from articles

   Python 2 2

4. product_demand_forecast_using_DeepAR_Amazon_SageMaker product_demand_forecast_using_DeepAR_Amazon_SageMaker Public

   I built a forecast tool using DeepAR (autoregressive RNN with LSTM cells) in Sagemaker that can predict the demand of hundreds of products simultaneously.

   Jupyter Notebook 3 1

5. Salary_prediction_flask_api_heroku Salary_prediction_flask_api_heroku Public

   I created a flask app that can predict salary using a SVM model and deployed it in Heroku.

   Jupyter Notebook 1 1

6. technology_term_extractor_app_streamlit_deployed_on_azure technology_term_extractor_app_streamlit_deployed_on_azure Public

   I created a technology term detector web app based on BERT model using Streamlit and deployed it with Docker on Azure

   Python