Software Developer Data

EDUCATION

Prateek Jani

Hoboken, NJ, ***** 201-***-**** ******@*******.*** https://www.linkedin.com/in/prateekjani09/ Stevens Institute of Technology, Hoboken, NJ Expected May 2021 Master of Science in Computer Science GPA: 3.92 / 4.0 Related Courses: Human Computer Interaction, Knowledge Discovery and Data Mining, Web Mining, Agile Methods, Web Programming, Data Structures

Acropolis Institute of Technology and Research, Indore, India May 2019 Bachelor of Engineering in Computer Science and Engineering GPA: 3.6 / 4.0 TECHNICAL SKILLS

Languages/Databases: Python, Java, C++, MongoDB, MySQL Web Technologies: JavaScript, NodeJS, HTML5, Express, CSS, ReactJS, TypeScript Libraries: NumPy, Pandas, ggplot2, Matplotlib, seaborn, scipy, Scikit-learn, Keras, OpenCV Soft Skills: Collaborative, Public Speaking, Decision-making, Brainstorming, Critical thinking WORK EXPERIENCE

Software Developer Intern, Keenn, Miami, USA Aug 2020 – Dec 2020

Designed and Implemented a data pipeline to build a customer behavioral analysis application which identifies purchase trends for an e-commerce store

Deployed a full-stack web application to showcase model results by integrating ReactJS framework, leading to 52% increase in monthly sales

Well-versed with stages of SDLC life-cycle for requirement gathering, software development, Implementation, Maintenance ACADEMIC PROJECTS

Jist – The Job Application Tracker, Stevens Institute of Technology, Hoboken, NJ Aug 2020 – Dec 2020

Identified web-based user interactions based on tracker application and created highly-responsive user interface components via JavaScript following React.js workflows

Chartered a secure data storage providing efficient access to user data leveraging MongoDB – NoSQL Database, employing Material-UI framework for smartening user interface Goodreads Review Analysis, Stevens Institute of Technology, Hoboken, NJ Jan 2020 – May 2020

Employed Selenium and Beautiful soup to extract reviews and rating from Goodreads children books in json format

Detected comments and reviews against community guidelines utilizing an initial spam and restricted word filter

Applied logistic regression to generate a sentiment analysis model to differentiate between good and bad review producing 92% accuracy

Kosten, Stevens Institute of Technology, Hoboken, NJ Aug 2019 – Dec 2019

Orchestrated development of a web application for user to maintain, track, split and budget expenses

Fashioned how to minify code using CSS/JS and used knowledge of JavaScript frameworks to create rich interactive content

Ensured site design integrity and quality control consistency throughout project’s lifecycle

Comfortable working with MERN(MongoDB, Express, ReactJS, NodeJS) stack Suicide Rate Analysis, Stevens Institute of Technology, Hoboken, NJ Aug 2019 – Dec 2019

Collected suicide data and performed EDA to discover hidden patterns and relationships exploiting seaborn and Matplotlib

Tested and cross validated multiple classification models on extracted features from suicide data

Compared prediction accuracy for all models employed confusion matrix, observed 92-95% accuracy with KNN as best Sign Language Orator, AITR, Indore, India Jan 2019 – May 2019

Captured and built images shots from live web cam video adopting OpenCV library for recognition

Collaborated in development of an automated machine learning model to identify characteristics of hand gesture in images taken from live web cam video using OpenCV library

Computed and trained images by applying convolutional neural network specialized in Keras library to train images to model with an accuracy of 73% to 81%

ACTIVITIES

Volunteered with the Animal Rehabilitation and Protection Front NGO

Member of Indian Graduate Student Association

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