Radhika Vaidya

Data Scientist Project Manager

Masters graduate with strong quantitative modeling and experimentation skills. Team player and innovative thinker with prior career experience as a Paralegal, eager to contribute to company success.

2967 Henley Lane

Naperville, IL 60540

630-***-****

ad34jl@r.postjobfree.com

PROJECTS

Comparing Machine Learning Techniques — using Wine Data

(UCI ML Repository)

Performed EDA and comparative modeling using supervised, unsupervised machine learning, and neural network techniques.

Used the machine learning models to predict the quality of wine based on its physicochemical properties.

Predicting Diabetes: A Comparative Analysis of Machine Learning Models — using Pima Indians Diabetes Data (National Institute of Diabetes and Digestive and Kidney Diseases) Used machine learning techniques to identify risk factors for diabetes and predict whether a patient will have diabetes.

Built and evaluated multiple classification and regression models using Python and Scikit-learn package.

Other Projects

Modeling Bias on the Dataset of NYC Shooting Incidents

Data Analysis of Covid-19 in India, on the Dataset of Covid-19 from Johns Hopkins

Data Visualization Analysis on the ranked Database of Best Cities for

“Workation”

BBC News Classification Kaggle Mini-Project

Supervised and Unsupervised Text Classification Analysis EXPERIENCE

OpenSys.Cloud, Chicago — Data Science Intern/Project Manager Oct 2023 – Current

Spearhead a generative AI integration project to enhance logistics operations, achieving marked improvements in efficiency.

Manage project timelines and goals, ensuring the successful deployment of AI solutions on schedule.

Lead cross-functional teams, fostering collaboration and enhancing project outcomes.

Utilize data science to create AI solutions, delivering data-driven strategies that significantly improve business processes.

Market Track, Chicago — Corporate Paralegal

May 2017 - October 2018

Drafted, reviewed, and edited corporate contracts related to customer services. Negotiated with internal and external clients to include client needs while maintaining company policy.

ACTIV Financial Systems, Inc., Wheaton — Paralegal October 2015 - May 2017

Drafted and revised licensing contracts, tracked contractual obligations, and assisted with legal and business efforts. Geraci Law LLC, Chicago — Paralegal

July 2013 - September 2015

Provided client management and support services for bankruptcy cases. Sunshine Services Inc, Naperville — Data Entry Intern December 2012 – April 2015

Recorded and maintained financial data in accordance with accounting principles and procedures into Excel and QuickBooks SKILLS

Software Languages: R, Python, C, SQL

Supervised Learning: linear and logistic

regressions, decision trees, support vector

machines (SVM)

Unsupervised Learning: k-means

clustering, principal component analysis

(PCA)

Deep Learning Neural Networks: CNNs,

stochastic gradient descent, keras

TensorFlow

Experience with: RStudio, Jupyter

Notebooks

Introduction with: Spark Code, MS Azure,

Data Bricks, SAS, Power BI

Proficient with: Word, PowerPoint, Excel,

and other MS Office Software

CERTIFICATIONS

Snowflake SnowPro Core Certification

Issued Dec 2023 · Expires Dec 2025

Credential ID 823873

Demonstrates expertise in Snowflake Cloud Data

Platform, showcasing skills in data warehousing,

data engineering, and data architecture.

Showcasing advanced skills in designing,

developing, and administering scalable

solutions on Snowflake's data platform.

EDUCATION

University of Colorado, Boulder

M.S. Data Science

August 2021 - May 2023

GPA: 3.8

Roosevelt University, Chicago

Paralegal Certificate

June 2013

Post-Baccalaureate Paralegal Program

University of Iowa, Iowa City

B.S. Physics and Astronomy

August 2008 - December 2011

Minor in Mathematics and French.

RELEVANT COURSES

Probability and Statistics

Data Mining

Data Visualization

Relational Database Systems

Linear Algebra

Calculus 1-3

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