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Machine Learning Application Development

Location:
Sunnyvale, CA
Posted:
December 10, 2023

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Resume:

Mrunal Deshmukh

California LinkedIn Profile 510-***-**** ad1uzv@r.postjobfree.com

EDUCATION

Master of Science in Computer Science International Technological University, Santa Clara, CA Jan 2020- Dec 2021 Relevant Coursework: Discrete Structures, Operating systems, Big Data, Advance Computer Algorithms, Blockchain Analysis, Machine Learning, Mobile Application Development, Web Application development, Advance Database Systems. Master of Engineering (Electronics &

Telecommunication Engineering)

Dr.BA Marathwada University, Aurangabad, India Aug 2014 -Dec 2016 Bachelor of Engineering (Electronics &

Telecommunication Engineering)

Dr.BA Marathwada University, Aurangabad, India Aug 2008 -May 2012 TECHNICAL SKILLS

HTML, CSS, JavaScript, React JS, Java, MongoDB, SQL, Python, Object oriented Programming, Apache Hadoop, Apache Spark, Android Mobile application design and development, familiarity with Git version control. PROJECTS

Manage Pass (password Manager) International Technological University Fall 2021

• Designed application on android platform for secure password storage.

• Implemented a backend service to support login, signup, secret storage using Java, Spring Boot.

• Built deployment pipeline for the backend services using Heroku platform.

• Improved performance of API by using MongoDB indices by factor of 5x. Snake Game International Technological University Summer 2021

• Implemented Game controls for GameBoard UI and Score Keeping screens using Model View Controller Pattern.

• Developed algorithm to dynamically add obstacles and manage snake length and directional.

• Built Game Screens using javaFX, Abstract window toolkit to allow cross platform support.

• Implemented music feature for different gaming scenarios and actions. Personal Portfolio International Technological University Spring 2021

• Designed personal portfolio application using HTML 5, BootStrap 4.

• Implemented responsive design to optimize page display on mobile devices.

• Improved accessibility of web pages using aria roles and attributes. QR Code Android App International Technological University Spring 2021

• Implemented QR Code generator and Scanner in an Android application using Google MLKit. Machine Learning Image Classifier International Technological University Fall 2020

• Built image classifier using Support vector machines for classifying celebrity images.

• implemented feature extraction using wavelet transform and haar cascade techniques from OpenCV.

• Achieved 90% accuracy by leveraging GridsearchCV to evaluate performance of multiple models. Custom Malloc Implementation International Technological University Spring 2020

• Developed a linked list-based approach to implement free list to make subsequent calls to malloc faster. PROFESSIONAL EXPERIENCE

Resource Faulty IDSE Pune, India Jan-2016-Dec2017

• Instructor for software testing and automation testing like Bugzilla, Selenium, LoadRunner. Lecturer CSMSS college of engineering Aurangabad, India Jul-2013-Dec2015

• Taught undergraduate level courses like Embedded system, Microcontroller, Power Electronics.



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