VIGNESH S

Results oriented and driven professional with experience in Python Programming and a passion for Data Science and Visualization. Looking forward to leverage strong analytical skils and excellent communication skills to extract actionable insights from data, solve complex problems, and contribute to the growth of an organization.

Zomato Case Study

Restaurant Demography and Rating Analysis in Bengaluru using Python

•Analyzed Zomato data to understand factors affecting restaurant success in Bengaluru.

Utilized Python and data visualization tools to assess over 12,000 restaurants and their ratings.

Developed recommendations to optimize menus and pricing strategies based on  neighborhood preferences.

Airbnb Price Prediction

Capstone - Regression ML Project – Jupyter Notebook

•Performed data cleaning, including outlier detection and anomaly handling, ensuring  data integrity.

•Engineered new features such as 'Age' and 'Days since last review,' boosting model  accuracy.

•Developed and fine-tuned ensemble models, achieving an optimal R2 score of 0.7.

Programming Languages: Python 

Visualization: Tableau and Power BI 

Databases: MySQL

Machine Learning: Supervised / Unsupervised Learning

Others: MS Excel, Probability, Statistics, Predictive Modelling (Sci-Kit Learn)

Soft Skills: Time Management, Team Player, Analytical Thinking, Adaptability