Machine Learning Data Science

Dharti Patel

**** ****** **, **********, ** *****

+1-754-***-**** *********@*****.*** ********@****.*** LinkedIn Education

• New York Institute of Technology Manhattan, NY

Master of Science - Data Science (GPA: 3.80 / 4.00) September 2021 – May 2023

• M. B. Institute of Technology - Gujarat Technological University Anand, India Bachelor of Engineering - Computer Science (GPA: 8.97 / 10.00) August 2016 – August 2020 Skills

• C, C++, Python, Classical and Deep Learning models, Matlab, HTML, CSS, Java, PHP, R, SQL: MySQL, Tableau, Mi- crosoft Power BI, OpenCV, Image Processing, Tableau, Android Studio, Microsoft Office, Rapid-Miner Experience

• Machine Learning Projects, New York Institute of Technology, NY March 2022 – April 2023

– Developed a facial recognition application to process the video feed in real-time fetching from a database.

– Detected the facial expression of the person and tracked the faces across different video frames.

– Recognized and obtained the facial features by getting coordinates of various organs on the face. Stored the key features of the face into a repository to eliminate time delay between ingest and query.

– Developed predictivemodelsusingvariousmachinelearningalgorithmsandtechniquessuchaslinearregression, logistic regression, decision trees, support vector machines, neural networks, and ensemble methods.

• Business Analyst Intern, Roads to Success, NY Dec 2021 – Feb 2022

– Analyzed the spam dataset using different machine learning models such as KNN, Random Forest, Logistic Re- gression, AdaBoost, and Ensemble algorithms to characterize good and fake emails.

– Trained, tested, and analyzed the accuracy of the machine learning algorithms using business rapid miner tools.

– Documented detailed specifications for software applications based on user requirements and provided technical assistance in implementing new systems and applications.

– Created project plans outlining timelines, goals, milestones, deliverables, and resource allocations. Developed business requirements documents for software development projects.

– Assisted in developing customer service processes that improved customer satisfaction ratings by 20%.

– Performed descriptive statistics, data cleaning, dimension reduction, and data visualization.

• Front End Developer, Walletwize, VA July 2019 – Nov 2021

– Created a databasemanagementsystemusingacombinationofprogramminglanguageslikeHTML,CSS, Python, and PHP.

– Hosted and uploaded the database to an online database server to provide easy access to the required authorities.

– Coordinated with IT personnel to troubleshoot system errors to maintain optimal performance. Implemented updates or upgrades when necessary to keep up with changing technology needs.

• Programming Intern, Radheshyam IT Support, India Aug 2020 – June 2021

– Analyzed the supply chain management data and gained valuable information about the higher-selling parts.

– Documented the program development and subsequent revisions with comments for easy comprehension. Re- searched new technologies, tools, and techniques to enhance system capabilities.

– Alleviated the maintenance of the handwritten manual data by digitizing it to track the sales record efficiently.

– Created user-friendly UI/UX applications using Python, HTML5, and PHP. Developed and hosted websites for college technical festivals (Tech fests).

Honors and Awards

• Exceptional Academic Performance for 10/10 GPA – September 2022 – Charotar Panch Gam Seva Samaj

• Graduate Scholar Award – September 2021 – New York Institute of Technology

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