Data Analyst/ Business Analyst/ Data Science

PRACHI YEWALE

201-***-**** *******@*******.*** github.com/prachicodes linkedin.com/in/prachi-yewale/ EDUCATION

Stevens Institute of Technology, Hoboken, NJ Expected May 2021 Master’s of Science in Information Systems with Business Intelligence and Analytics Focus GPA: 4.0/4.0 Courses: Data Analytics and Machine Learning, Applied Analytics, Managing Emerging Information Technologies, Project Management Fundamentals, Web Mining, Multivariate Data Analysis, Financial Decision Making University of Mumbai, Mumbai, India July 2015 - May 2019 Bachelor of Engineering in Computer Engineering GPA: 8.01/10.00 Courses: Database Management System, Distributed Databases, Data Warehouse and Mining, Cloud Computing Awarded the Academic Scholarship by Bharat Petroleum Corporation Limited for 4 consecutive years from 2015-2019 SKILLS

Programming Languages: Python, R, SQL, SAS

Data Science Packages: Pandas, NumPy, Matplotlib, Scikit-learn, TensorFlow Data Tools: Microsoft Office (Excel, Word, PowerPoint, Access), Tableau, Google Analytics, MySQL Knowledge Areas: Requirement Analysis, Data Visualization, Data Analysis, Data Modelling, Machine Learning Certifications: Oracle PL/SQL, Introduction to SQL for Data science, Google Analytics ACADEMIC PROJECTS

Stock Market Analysis and Prediction Machine Learning, Analytics

• Forecasted the weekly and monthly trends of the SIP 500 dataset by calculating moving average, volume traded each day

• Used Random Forest algorithm to construct decision trees to decide whether to invest in the stock or not

• The accuracy of the random forest model was amplified from 0.58 to 0.87 by K-Fold cross validation technique Quora Question Pair Similarity Machine Learning, Semantic Analysis

• Developed a predictive model from a dataset of 404290 entries that determines the similar pair of questions on Quora

• Worked on basic and advanced feature selection, worked with FuzzyWuzzy library and TF-IDF vectorization

• Used binary confusion matrix and log-loss for performance measurement and log-loss was reduced from 0.400 of Logistic Regression model to 0.3133 of XGBoost model and improved the performance by 22% Web Based Honeypot Analysis Tool Php, MySQL

• Implemented an Intrusion detection system using PHP based Honeypot implementation which included the phpMyAdmin database and front-end website in PHP

• Evaluated key factors such as IP address, cookie, and signature matching to detect an intrusion attack, by matching the inputs of the user with the KDD99 dataset

• Extracted phpMyAdmin data into MySQL database for analyzing the user data and presenting in a tabular manner EXPERIENCE

Creative Rising Stars Mumbai, India July 2018- August 2018 Web Development Intern

• Involved in all the phases of SDLC and processing the needs of the customer by implementing the UI design, identifying and fixing bugs in the existing web application

• Extensive experience in developing the organizational website using Multipage application for the client using HTML5, CSS3, and Bootstrap and MySQL

• Maintained the technical documentation related to Program development, Coding, Testing, and UI experience Parkingwala Mumbai, India April 2018- June 2018

Marketing and Research Intern

• Identified and maintained data of empty spaces and researched the potential parking lots

• Visualized the data to identify trends of available parking spaces in different parts of the city

• Generated 34% leads from 346 possible parking lots also strategized the approach and gathered the requirements UnGeek Mumbai, India April 2017- May 2017

Information Technology Intern

• Enhanced the reporting process using data visualization techniques by developing dashboards using Tableau

• Translated technical requirements in non-technical terms according to the business needs

• Created and presented operational and interactive reports on various factors and monitored them for overall business growth which resulted in considerable increase of sales and team productivity

• Generated analytical reports which were used for daily monitoring purposes, managed customer ad-hoc requirements ACTIVITIES

• Functioned as a member of the sports council at my undergraduate institute and organized numerous events during the year 2016-2017

• Conducted workshops on Phonetics and German Language for school children

• Interned at an NGO named Kabaad Ka Jugaad and managed numerous events in their upcycling waste program

• Captained the Throw ball team during undergraduate studies for 2 consecutive years from 2016-2018 PUBLICATION

Web-Based Honeypot Analysis Tool

International Journal of Innovation in Engineering and Technology (IJIET): Volume 13 Issue 1, April 2019

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