Viswa Ravi

Data Scientist

Leveraging machine learning and deep learning to build predictive models and extract actionable insights from complex data.

View My Work

About Me

I am a passionate Data Scientist currently pursuing a Master's degree at the University of Michigan-Dearborn. With a strong foundation in Artificial Intelligence, Machine Learning, and statistical analysis, I thrive on transforming raw data into impactful solutions.

My experience includes developing an 84% accurate Coronary Disease Prediction model at Tech Mahindra and presenting deep learning research at the RTACT 2024 conference. I am proficient in Python, SQL, and visualization tools like Power BI and Tableau, and I'm always eager to tackle new challenges in the world of data.

Experience

Tech Mahindra Limited

Chennai, India | Jul 2023

Developed and validated a Coronary Disease Prediction model achieving 84% accuracy using Python and machine learning.
Conducted data preprocessing, feature selection, and visualization of health trends using Matplotlib.
Presented insights to the technical team, recommending data-driven improvements for healthcare predictions.

Projects

Analyzing Sales Data using ML

Dec 2024

Performed EDA on Amazon sales datasets to identify revenue trends.
Created interactive dashboards in Power BI.
Generated sales forecasts using regression models.

Food Recognition & Calorie Estimation

Mar 2024

Presented at RTACT 2024 (Best Paper Award).
Implemented CNN models in TensorFlow to predict food calories.
Visualized model performance using Matplotlib and Seaborn.

Power Lifter Weight Prediction Analysis

Nov 2024

Cleaned and analyzed competition data to predict lifting capacity.
Applied regression analysis techniques in Python.

Technical Skills

Programming & ML

Python NumPy Pandas Matplotlib Seaborn TensorFlow Keras SQL

Data Visualization & Analysis

Tableau Power BI Excel Exploratory Data Analysis Statistical Analysis

Databases & Big Data

MySQL PostgreSQL PySpark Hadoop

Machine Learning Concepts

Regression Classification Time-Series Models Sentiment Analysis Text Classification Topic Modeling

Education & Awards

Education

University of Michigan - Dearborn

Master of Science in Data Science

Expected Dec 2026

Vellore Institute of Technology (VIT)

Post Graduate Program in Data Science

GPA: 3.75/4.0

SRM Valliammai Engineering College

B.Tech in Artificial Intelligence and Data Science

GPA: 3.31/4.0

Awards

Best Paper Award

Received at the National Conference on Recent Trends in Analytics and Computing Technologies (RTACT 2024) for the paper "Food Recognition and Calorie Estimation using Deep Learning".

Get in Touch

I'm currently seeking new opportunities and am open to collaborations. Feel free to reach out!

Email: viswar2122@gmail.com LinkedIn: /in/viswa-ravi