SANTHOSH KUMAR

Data Scientist with proven expertise at Witmer.ai in applying data analytics, statistical modeling, and machine learning for complex problem-solving, including mental stress prediction. Skilled in building end-to-end predictive models using Python, and transforming raw data into actionable insights. Proficient in data visualization, cloud computing (AWS), and business intelligence tools (Power BI), with a track record of enhancing decision-making through innovative solutions, and cross-functional collaboration.

• All-in-One Health App, a machine learning web app to predict different health problems, developed to predict heart disease, chronic kidney disease, breast cancer, liver disease, stroke, and diabetes

      Github: https://github.com/SanthoshKumar92-eng/All-in-One-HealthApp

• Delhi Air Quality Index prediction, prediction of PM2.5 in Delhi by analyzing the previous years' data. In this project, the following stages were involved: data collection by data scraping from a website, data analysis, applying regression models (linear regression, random forest, XGBoost), applying a simple ANN, and evaluating the model performances

      Github: https://github.com/SanthoshKumar92-eng/MLProjects

• WhatsApp group chat analysis, finding the insights from text data generated in group chat, WhatsApp to Jupyter Notebook, and performing data analysis over the text posted by different users, and finding the most interactive insights and hidden patterns from chats

      Github: https://github.com/SanthoshKumar92-eng/ML-Projects

• Spam classifier, using natural language processing (NLP) techniques to classify a mail as 'spam' or 'not spam.' The library used here is 'CountVectorizer' for preparing 'bag of words,' and 'MultinomialNB' for classifying the emails as 'spam' or 'not spam';

      Github: https://github.com/SanthoshKumar92-eng/ML-Projects

• DATA SCIENCE PRO DEGREE - Imarticus, Dubai.
• Machine Learning Masters and DL, NLP, CV - Ineuron, India.