Shreya Singh

Dedicated and self-motivated data representation and organization specialist with a strong foundation in technical knowledge and critical thinking skills. Thrives in data-driven environments and adept at overcoming challenges with a positive outlook and determination. Possesses a strong work ethic, adaptability, and exceptional interpersonal skills. Accomplished in marketing and management, with diverse experience gained from involvement in various college events. Enthusiastic about Data Science and Machine Learning, demonstrating a passion for continuous learning.

• Fake Social Media Account Detection:

Implemented machine learning techniques to identify fake social media accounts. Conducted exploratory data analysis and employed various machine learning algorithms, including Decision Trees, SVM, Logistic Regression, and KNN.  Selected the KNN model for its superior performance, achieving an accuracy of 87%.

• Netflix Data Analysis

Utilized Exploratory Data Analysis techniques to analyze Netflix data and gain insights into viewership patterns, content trends, and user preferences. Created an interactive dashboard using Power BI to visually represent key findings and metrics.

• Music Recommendation System

Used exploratory data analysis and implemented collaborative filtering algorithms for personalized recommendations based on user preferences and behavior. Incorporating steps such as data collection, preprocessing, feature engineering, and model training to enhance recommendation accuracy.

• NPTEL certificate in DAA.
• Earned a certificate from IBM on enterprise-grade AI.
• Cisco certificate in Networking, Security and Automation.
• Cisco certificate in Switching, Routing and Wireless Essentials.
• Certificate in Microeconomics- Causes of Market Failure and Power of Markets from University of Pennsylvania.

Startup Weekend Jaipur | Coverage Co-Lead

05/2023 - 12/2023

• Worked with a team of marketing and coverage experts in order to gain traction for one of the largest startup driven events in Jaipur.
• Responsible for creating marketing material for the event and increasing it's visibility.

IEEE WIE | Head of Media

05/2021 - 05/2023

• Managed a team of media professionals responsible for executing marketing strategies across multiple platforms.
• Directed the production of promotional materials such as advertising campaigns, social media posts, event promotions, membership drives etc.
• Contributed to the management of events, assisted in planning & executing tech-focused activities.