Portfolio - Pramoth R P

Pramoth R P

Data scientist

Resume

1

Machine Learning Project

1

GenAI Project

About Me

A recent B.Tech Computer Science graduate specializing in Artificial Intelligence and Machine Learning, driven by a passion for transforming data insights into production-ready applications. Proven ability to develop end-to-end ML pipelines, from model training (using scikit-learn and NLP techniques) to scalable deployment. Expert in ensuring system reliability and reproducibility through tools like MLflow and DVC, and experienced with containerization (Docker) and cloud deployment on AWS EC2 using Flask for real-time predictions. Seeking a challenging role where I can leverage modular coding, CI/CD (GitHub Actions), and object-oriented programming skills to deliver impactful AI solutions.

My Projects

Medical Insurance Premium Predictor

Domain/Function: Medical Insurance

AI Twin

Domain/Function: AI ChatBot

Awards & Certificate

Google Data Analytics

Let's Connect

Feel free to get in touch with me. I am always open to discussing new projects, creative ideas or opportunities to be part of your visions.

Download Resume

Resume

Mail Me

[email protected]

https://www.linkedin.com/in/r-p-pramoth29/

Machine Learning Project

Medical Insurance Premium Predictor

Domain/Function: Medical Insurance

View Project
on GitHUB

View Project
on streamlit

Calculates medical insurance premium based on the entered details.

Project Details

Developed an end-to-end ML web application to predict health insurance premiums based on demographic, lifestyle, and medical data. Built and optimized advanced regression models with custom feature engineering and scaling pipelines, achieving accurate predictions with an $R^2$ of 0.993. Diagnostics included calculating the VIF (Variance Inflation Factor) for multicollinearity checks, analyzing the Correlation Matrix for feature selection, and utilizing IQR (Interquartile Range) for robust outlier management.

GenAI Project

AI Twin

Domain/Function: AI ChatBot

An innovative conversational AI tool built to serve as my dynamic, always-available digital resume. The chatbot utilizes NLP to provide recruiters with instant, detailed insights into my B.Tech specialization, end-to-end AI/ML projects , and full technical skillset. It is fully deployed on the cloud

View Project
on AWS

Other Tools

RAG

Interactions with the chatbot

Project Details

Revolutionized the traditional resume format by creating an interactive AI Twin Chatbot that provides immediate, detailed answers about my professional journey. The chatbot is trained on my complete career data—including AI/ML projects, technical skills, and educational background—offering recruiters a faster and more engaging way to assess my fit. This project not only showcases practical application of conversational AI and NLP but also my ability to design and implement a novel, user-centric interface that significantly enhances the recruitment experience.