Machine Learning Social Media

Data Science/Machine Learning

SUJEET KUMAR

+91-620******* ***************@*****.***

https://www.linkedin.com/in/sujeet-kumar3/

https://github.com/sujeet123-dot/

New Delhi, India 110084

Skills

• SQL (SQL Server, MySQL, PostgreSQL)

• Python (Pandas, NumPy, SciPy, MatPlotLib)

• Tableau

• Web Dev (Django, Flask)

• Machine Learning

• Deep Learning

• NLP, CNN, RNN

• Microsoft Power BI

Projects

DATA SCIENCE JOB MARKET EDA – Personal Project

● Utilized Python to analyze 7000 data science job listings and gain insights on what it takes to land a job in analytics

● Implemented Regex techniques to comb through the job descriptions and identified the key requirements

● Aggregated and visualized the data by using pandas, matplotlib and wordcloud to compile a professional report BENEFIT PACKAGE BENCHMARKING DASHBOARD – Virtual Client’s Project

● Created a dashboard with Power Bi to help client compare between different employee benefit packages

● Transformed and processed client’s data by using DAX and Excel to ensure data completeness and validity

● Provided technical insights on how the client can fully utilize their data by introducing different technologies

● Consulted with client to determine the best metrics to be displayed on final product SENTIMENT ANALYSIS ON TWEETS – Personal Project

● Utilized R Studio to perform sentiment analysis on 14,000 tweeter reviews of six major airlines

● Performed data cleaning and text analysis to successfully identified the major complaints for each airline

● Applied regression and machine learning to produce a final model with an accuracy of 88% and lift of 34% CUSTOMER SALES ANALYSIS – Personal Project

● Utilized SQL to extract data from 8 different related tables from customer sales databases using JOIN and VIEW

● Transformed and filtered data by using aggregating and filtering function to improve reporting process

● Loaded and visualized data with Python to identify key business intelligences that can improve sales performance Education

BACHELOR OF SCIENCE IN DATA SCIENCE AND APPLICATION – IIT Madras – Chennai, India June 2028 Majors: Business Analytics, Machine Learning, Deep Learning, Database Management System

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