MADHUR YADAV
Data Scientist
Bangalore, Karnataka, India
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Followers0
Following7+ years of extensive experience in Machine Learning, Deep Learning and software development solutions. A motivated Data Scientist well-versed in Statistical Analysis, Machine Learning, Deep Learning using Python. Have Experience with MNCs as well as startups with work assignments across the USA, UK, Australia and India. Well recognized for getting things done and getting things fixed. Essentially a learner at heart, a problem solver, and always strives to be a value creator.
Careers
Data Science Consultant
saiva.ai
Full time contract02/2020 -
- Created classification and ranking model to reduce re-hospitalization of patients and increase revenue.
- Established dashboards to watch over different KPIs using AWS Quicksight, Tableau and Plotly.
- Used model agnostic methods like SHAP for an explanation of model results and generated patient reports using the above
- results.
- Created custom NER using spacy to highlight important keywords in patient reports.
- Created custom Word2Vec model to convert patient notes into vectors which were further used for re-hospitalization
- classification.
- Technologies used: Python, Pandas, Numpy, LGBM, Scikit-learn, Keras, Tensorflow, Spacy, Plotly, Docker, Airflow, Jupyter, SQL,
- PostgreSQL, Javascript, AWS, Quicksight.
Education
Indian Institute of Technology, Kharagpur
Master of Technology in Computer Science and Data Processing
06/2015 - 06/2017Master's DegreeClass of 2017
Skills
PythonData cleaningSupervised LearningMachine learningAWSGithubNatural Language ProcessingDeep LearningData analysis and explorationData processing
Experience5-8 years
Hourly rate$25/hr
Open to
remote
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