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Data Science Machine Learning

Location:
Irvine, CA
Posted:
January 09, 2024

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Resume:

SKILLS

Artificial Neural Network Python Python Scikit-Learn Java C C++ Classification Data Analysis Data Science

Decision Tree Deep Learning Artificial Intelligence Linear Regression Logistic Regression Machine Learning Random Forest Feature Extraction Supervised Learning Hypothesis Testing ANOVA SQL Multivariate Analysis Feature Engineering Segmentation Training Evaluation Gradient Boosting Clustering TCP/IP EXPERIENCE

Information Specialist Infologics Corporation Bethesda, MD 05/2023-present

• Analyzes data and manages files, ensuring secure storage and providing insightful reports. Machine Learning MIT Professional Education Cambridge, MA 11/2022-02/2023

• Conducted Exploratory Data Analysis and Data Preprocessing.

• Applied cross-validation to enhance models and evaluated them using various metrics. Data Science MIT Professional Education Cambridge, MA 11/202*-**-****

• Utilized Python (NumPy, Pandas, Matplotlib, Seaborn) to analyze various aspects of Diabetes. Stem Cell Advisor HealthBanks Biotech, Inc Irvine, CA 09/2020-02/2023

• Educated clients on stem cell banking, ensuring informed decisions.

• Delivered presentations, facilitated contract signings, and provided exceptional service. Stem Cell Advisor Inheritor Cell Technology Arcadia, CA 11/2019-09/2020 Cord Blood Educator FamilyCord Los Angeles, CA 02/2018-11/2019 Executive Coordinator Market America, Inc Irvine, CA 01/2016-03/2019

• Oversaw all business aspects, managing customer inquiries spanning the USA to China

• Provided comprehensive training, mentoring, and support to new business partners, empowering their success in managing inquiries and running effective businesses.

Platinum Club Sales Associate Finlay Fine Jewelry Corp Newport Beach, CA 10/2001-08/2006

• Recognized as Top Sales Associated on the West Coast.

• Received Outstanding Sales Associate and Employee of the Year Awards. Team Leader in the System Design Project University of California, Irvine Irvine, CA 01/2002-03/2002

• Developed C++ class template generation for ArgoUML class diagram, including requirement specification, architecture, and module design.

• Implemented solutions using Java and C++, ensuring timely project delivery. Computer Science Lab Assistant III University of California, Irvine Irvine, CA 09/2000-09/2002

• Assist with Network Administration and troubleshooting Software and Hardware issues. Network Administration Intern National Park Service Thousand Oaks, CA 06/1999-12/1999

• Assisted in network administration and handled hardware and software troubleshooting. Math Tutor Moorpark College Moorpark, CA 01/1998-12/1999

• Tutored students in Geometry, Algebra, Pre-calculus, and Calculus PROJECTS – (Data Science 2022-2023)

• Pima Diabetes Analysis—Conducted Exploratory Data Analysis and visualized the correlation matrix for the Pima India tribe.

• Boston House Price Prediction—Use Machine Learning Algorithms to build a prediction model for house prices.

• Used Car Price Prediction—Analyzed a dataset on used cars, performed data preprocessing, and employed various algorithms for price prediction.

EDUCATION

Massachusetts Institute of Technology Applied Data Science Cambridge, MA 11/2022-03/2023

• Relevant coursework: Foundations for Data Science, Data Analysis and Visualization, Machine Learning, Practical Data Science, Deep Learning, Recommendation Systems Irvine Valley College Computer Science GPA 4.0 Irvine, CA 2012-2013

• Relevant coursework: Programming in C++, Python, Database Management SQL, Digital Photography University of California, Irvine Bachelor of Science Information & Computer Science Irvine, CA 2000-2002

• Relevant coursework: Programming in Java, SQL, Software Life Cycle: Requirement, Software Architecture and Module Design, Implementation, Testing, Software engineering, Computer Networking, Algorithm Joanna Driscoll

Irvine, CA ad2kvs@r.postjobfree.com 949-***-**** https://www.linkedin.com/in/joanna-driscoll-a7b33040/ Moorpark College Computer Science GPA 3.67 Moorpark, CA 1998-1999

• Relevant coursework: Programming in C, Programming in C++, Assembling Language, Data Structure, Computer Architecture, Linear Algebra, Calculus, and Physics CERTIFICATIONS

Applied Data Science Massachusetts Institute of Technology-MIT Professional Education 03/2023 PROJECTS – (Computer Science)

Database Management Application—Car Dealers Database Application

• Designed schemas for the Car Dealers database, and created an actual database (SQL) using a relational database management system(netDB2)

Software Engineer I–Client Server Application

• Developed a central server CBOS interact with five kinds of client modules namely the Purchase Client, the Sales Client, the Reports Client, the Purchase Warehouse Client, and the Sales Warehouse Client

• Provided Automated-purchasing procedures and Automated report generation. Software Engineer II—Project in System Design

• Designed and developed C++ Class template generation for ArgoUML class diagram using Java and C++ Advanced Networking –Networking in Linux (Red hat 7.1)

• Designed and implemented single and multiple-segment networks, dynamic routing, transport layer protocols, link layer switches, protocols, and Network applications.



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