Hi, I'm Kabyik

About Me

I am a Data Scientist with a strong foundation in Machine Learning, MLOps, and Data Analytics, currently pursuing my studies at IIT Madras. I specialize in predictive modeling, statistical analysis, A/B testing, and scalable data solutions, with a keen interest in applications across tech, finance, and healthcare. My experience includes building sales forecasting models, optimizing A/B testing frameworks, and developing AI-driven automation tools. I thrive in data-driven problem-solving environments and am passionate about leveraging data to drive business impact. Let’s connect to discuss how I can contribute to your team.

My Resume

Check out my resume to learn more about my experiences

Download Resume

Projects

CLTV Prediction with MLOps

This project predicts Customer Lifetime Value (CLTV) using a robust machine learning pipeline built with ZenML

Python MLFlow Zenml

Code Demo

Chicken Disease Classifier

An End-to-End TensorFlow Keras Model deployed on AWS EC2 to predict Coccidiosis from Chicken's Fecal images

TensorFlow DVC Docker AWS

Code

Guard AI

An End-to-End Pytorch Model with FastAPI and Docker containerized to detect Guns in any Image.

Pytorch DVC Tensorboard FastAPI

Code

HR Data PowerBi Dashboard

Interactive dashboard for visualizing complex datasets with real-time filtering and analysis capabilities.

PowerBi Excel

Code Demo

Hotel Booking Cancellation Prediction

A LightGBM model deployed on Google Cloud Platform with CI/CD Pipelines made with Jenkins.

Python Jenkins Docker GCP

Code Demo

Anime Recommendation App

A Hybrid Anime Recommendation System with both user-based and content-based filtering deployed on Google Kubernetes Engine.

Keras DVC Jenkins Docker GKE

Code Demo

COVID-19 Data Analysis

An in-depth analysis of global COVID-19 data leveraging SQL queries and Tableau visualizations to uncover meaningful patterns and insights

Python SQL Tableau

Code Demo

My Blogs

Understanding MLOps With a ZenML Project

A comprehensive guide to understand MLOps using ZenML, an open-source MLOps Framework, while creating a Production Grade MLOps Project. Learn while building and deploying.

Jan 22, 2025 13 min read

MLOps DataScience ZenML