Python Developer Data Scientist

Sujata Sahoo

Data Scientist Machine Learning Engineer Python Developer

Wilmington, DE 302-***-**** ***********@*****.*** GitHub: sujatasahoo LinkedIn: sujatasahoo TECHNICAL SKILLS

Programming Expertise: Python, NumPy, Pandas, Scikit-learn, SQL Frameworks: Matplotlib, TensorFlow, Keras, Flask, Heroku, Sqlite3, Docker Skills: Data Analysis, Data Visualization, Predictive Analytics, Multivariate Regressions, Machine Learning, Natural Language Processing, Neural Networks, Data Engineering

PROJECTS

Underdog Devs Data Scientist [GitHub]

● Performed Natural Language Processing (NLP) by analyzing words, and phrases, based on frequencies of text responses which assisted admins and stakeholders in tracking trends

● Restructured and migrated the primary database from frontend Postgres to MongoDB

● Verified and revised schema for data validation in MongoDB, explored topic modeling to determine accurate topics selected from the plot using pyLDavis

Prediction and Comparison of Tweets from Twitter User Data Scientist [GitHub]

● Performed Logistic Regression to build a predictor model and Text Vectorization to predict tweets

● Designed a web app using Python Flask web application to connect to Twitter API and transfer the data into a Sqlite3 database

Prediction of Clear-Sky Global Horizontal Irradiance (GHI) Data Scientist [GitHub]

● Wrangled data to build and train the data set using a randomized split

● Created a pipeline model to fit training data including a transformer and simple imputer

● Improved accuracy by 89% by tuning the hyper parameter EXPERIENCE

University of Pennsylvania, Dept. of Biomedical Engineering, Philadelphia - Research Associate 2006-2008

● Developed and synthesized Hyaluronic acid(HA) macromers and hydrogels which are hydrolytically and enzymatically degradable to improve the distribution of released extracellular matrix molecules

● Co-Invented United States Patent No. 11,090,387 B2,(date-2021) “Hydrolytically Degradable Polysaccharide Hydrogels”

University of Akron, Dept. of Polymer Science, Akron - Research Associate 2003-2005

● Developed methodology and Modification of fluoropolymers for use in PEM-LITETM system for evaluation of fuel cell components

● Performed Kinetic and Mechanistic Investigations Model Systems of durable Press Treatment of cellulose fibers to optimize reaction conditions on esterification chemistry EDUCATION

BloomTech (Lambda School), Graduate, Full Time Program, Data Science 2022 Indian Institute of Technology, India, Ph.D. in Polymer Chemistry 2002

Contact this candidate