Munish Khurana

Mobile: +1-202-***-****; adlj93@r.postjobfree.com; 1155 W Elliot Rd, Tempe, AZ 85284; github.com/munish2309 Education

• University of Maryland, Robert H. Smith School of Business College Park, MD, USA Master of Science in Information Systems; GPA: 3.316/4.0 Dec 2020

• University of Mumbai, Rajiv Gandhi Institute of Technology Mumbai, MH, India Bachelor of Computer Engineering with First Class; GPA: 6.75/10.00 May 2018 Experience

• Sergusa Solutions Private Limited. Mumbai, MH, India Executive - Finance July 2018-May 2019

Suggested ways of improving the production process and operating cycle of the company.

Monitored the working capital cycle of the company and optimized working capital utilization of the company.

Analyzed monthly pro t and loss account and prepared variance analysis. Projects

• Big Data and AI University of Maryland

Review-Level Recommendation System Aug 2020 { Dec 2020

Worked in a team of four to create a recommendation system that predicts the ratings taking into consideration the product review as well as the credibility of the user using deep learning concepts.

Used encoding to vectorize the inputs, trained user rating and product ratings data using Long Short-Term Memory networks(LSTM network), concatenated the attened outputs, and sent to the fully connected feed-forward network

(FFNN) to get the predicted rating considering the user and the item review text information.

• Data Mining University of Maryland

Analysis of Airbnb Market Kaggle Dataset(8144*66) January 2020 { May 2020

Performed data preparation techniques(data cleaning and data transformation), built a predictive model and used feature selection to get an AUC of 0.948 using XGB algorithm.

Used data visualization, data analysis, text mining and business analysis to conclude the features a ecting the high booking rate and made recommendations to the client accordingly.

• Business Process Analysis and Software Project Management University of Maryland Analysis and Design of Wish.com January 2020 { May 2020

Performed system requirement analysis and performed the planning, analysis, design, and implementation(SDLC) phase for an improvised version of Wish.com by creating an executive summary, statement of work, system analysis report, physical ERD, architecture design, test plans, and implementation plan for the system.

• Data Processing and Analysis in Python University of Maryland Data Analysis NYC Cab Data set(1048576*17) Aug 2019 { Dec 2019

Performed exploratory data analysis on NYC Cab data set to extract useful information on customer behavior.Used data merging combining the weather data set, zip code data set and NYC Taxi Trip Duration data set.

Analyzed the e ect of weather, distance, day of the week, and passenger count for the trip duration,using regression models, visualized peak hour trends using line plot and used Mapbox to visualize the top pick up locations.

• Database Management University of Maryland

Information System for Smith School Historical Rankings Aug 2019 { Dec 2019

Identi ed the Smith School’s historical rankings requirements, designed a relational database schema, created a SQL script to create the tables, implemented business rules, and developed queries and reports to illustrate useful features for the application using Microsoft SQL Server 2012. Skills and achievements

Achievements: Winner of University of Maryland Case Study Competition sponsored by Genpact Fall 2020 Programming languages: C, Java, SQL, Python (Numpy, Pandas, BeautifulSoup, Matplotlib, Plotly, PyTorch), R, Pig Design and Simulation Software and Web Technologies: Scilab, Tableau, Microsoft Excel(including Decision Tools Suite), R Studio (Tidyverse, Ggplot, Dplyr, Caret, Skimr, Lubridate), Project Libre, HTML, CSS, AWS, HDFS, EC2

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