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Achievement: Arctic Code Vault ContributorAchievement: Pull Shark

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Achievement: Arctic Code Vault ContributorAchievement: Pull Shark

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bhishanpdl/README.md

Hi, I'm Bhihsan 👋 I'm a 🚀 Data Scientist 🚀 I have a Ph.D in Physics.

Programming Languages:

Tools:

Generative AI:

Web Deployment:

Machine Learning:

Contact: Linkedin Badge Website Badge

Stackoverflow: Bhishan Poudel StackOverflow

Github:

ABOUT ME:

✱ I am currently working as Data Scientist II in Healthcare Company called "Cencora" aka AmerisourceBergen in the Patient Service Section.
✱ My job includes creating advanced Chatbot for our in-house ChatGPT alike plaform (CenChat) using Generative AI so that we can directly QA the Patient Care Databases.
✱ Other projects includes providing patient care insights using Databricks SQL, PySpark and building PowerBI Dashboards and also provide time-series insights for some drugs.
✱ I have Masters and Ph.D degree in AstroPhysics from Ohio University USA.
✱ As a Masters student in 2014, I designed and maintained astronomical image processing module jedisim.
✱ This project taught me the concepts of OOP, GitHub version control, continuous integration, unit testing, code debugging, documentation (Sphinx and ReadTheDocs) and various other software development skills.

✱ During my 6 years of Masters + Ph.D. program and doing multiple MOOC courses, to facilitate my day-to-day data science tasks, I developed my own python package (bp) which extends pandas API and includes extensive visualization snippets, data analysis, machine learning, statistical tests and timeseries methods.

✱ I'm a passionate learner who's always willing to learn and work across technologies and domains 💡.
✱ I love to explore new technologies and leverage them to solve real-life problems. ✨I used latest methods to achieve the 12th rank on Analytics Vidhya Sentiment Analysis Project among thousands of participants.

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  1. bp bp Public

    My Personal Python Module: A place to learn Software design, Travis CI integration, ReadTheDocs integration, Docker containers, Nbviewer rendering, Binder integration, Unit testing, OOP, git-hooks

    Python 1

  2. Deep_Learning Deep_Learning Public

    Jupyter Notebook 2

  3. The_Complete_SQL_Bootcamp_Udemy The_Complete_SQL_Bootcamp_Udemy Public

    The course I took in Udemy: The Complete SQL Bootcamp

    HTML 5 3

  4. Project_Consumer_Complaint Project_Consumer_Complaint Public

    NLP Multi-class Text Classification: tf-idf, pyspark

    HTML 1

  5. Project_Fraud_Detection Project_Fraud_Detection Public

    Binary Classification: Logistic Regression SMOTE, Isolation Forest, LOF, xgboost, lightgbm, catboost, pyspark, keras

    Jupyter Notebook

  6. Project_House_Price_Prediction Project_House_Price_Prediction Public

    Regression: Linear Regression, statsmodels, Random Forest, GBR, XGB, LGB, Catboost, pyspark, Bayesian Hyperparameter Optimization, Model Explanation SHAP and yellowbricks

    HTML