Hello, I am

Vinay Kanuku

Vinay Kanuku

B.Tech IT Student & ML Enthusiast

I’m a B.Tech Information Technology student, highly inspired by machine learning and data science, crafting innovative solutions.

View My Work

About Me

I'm Vinay, an engineering student passionate about AI, machine learning, and building real-world solutions. I thrive on understanding how things work under the hood and applying that knowledge to create impactful projects. Currently, I’m focused on mastering industry-level ML, software development, and automation. Beyond tech, I’m deeply interested in entrepreneurship, self-learning, and personal growth.

  • Python
  • MLflow
  • DVC
  • Git
  • Docker
  • Classic ML Algorithms
  • Pure ML Fundamentals
  • Mathematics
  • Basic ML Tools

Projects

Sentiment Analysis

Sentiment Analysis with ML

Developed a sentiment analysis model using classic ML algorithms (e.g., Naive Bayes, SVM) to classify social media posts, with Python, MLflow for tracking, and Docker for deployment.

Python MLflow Docker
Customer Churn Prediction

Customer Churn Prediction

Built a predictive model using logistic regression and random forests to predict customer churn, utilizing DVC for version control and Git for collaboration.

Python DVC Git
Image Recognition

Image Recognition System

Created a deep learning image recognition model using PyTorch, focusing on basic ML tools and mathematics for feature engineering, hosted on GitHub Pages.

PyTorch Mathematics Git

Blogs & Insights

ML Basics
March 1, 2025

Understanding Machine Learning Fundamentals

A deep dive into the core concepts of machine learning, including mathematics and basic tools for beginners.

Read More
Data Science Tips
Feb 20, 2025

Top Data Science Tips for Students

Practical tips for B.Tech students to excel in data science and machine learning projects.

Read More

Get In Touch

Have a project or collaboration in mind? Reach out to me directly or connect on social media!

  • kanukuvinay75@gmail.com
  • +91 9347687908