Hey, I'm Karavadi Pavan Kumar

Artificial Intelligence & Data Science Student

Final-year Computer Science Engineering student specializing in AI & DS at Vasireddy Venkatadri Institute of Technology. Proficient in Python, Java, and competitive coding. Experienced in Machine Learning & Data Science projects with strong problem-solving, leadership, and communication skills.


Explore My Work Resume

About Me

Artificial Intelligence and Data Science Engineer

I'm deeply passionate about data science and love turning real-world problems into smart solutions. I enjoy exploring data, building predictive models, and seeing how machine learning can make a real impact. I'm always excited to learn new things, take on challenges, and keep growing every day in this fast-moving tech world.

My approach combines rigorous data analysis with creative problem-solving to deliver solutions that are both technically robust and user-friendly. I enjoy optimizing my work through prompt engineering and AI tools, allowing me to deliver smarter and faster solutions with ease.

6+
Projects Completed
100%
Commitment
Profile Image

My Projects

Crop Recommendation System | Smart Krishi Assistant

Machine Learning & Deep Learning

Developed a crop recommendation system using machine learning to recommend the best crop to grow based on the soil type, weather conditions, and other factors. Also developed a deep learning model to predict the crop disease using images. The model is trained on a dataset of 10000 images of crop diseases and the model is able to predict the disease with an accuracy of 90%.

Python Flask HTML/CSS/JavaScript Scikit-learn API Integration Deep Learning PyTorch Torchvision Pillow Hugging Face
View Details Live Demo

COVID-19 Predictive Analysis

Data Science & Machine Learning

Built an interactive dashboard using Streamlit and Plotly for COVID-19 data visualization and risk prediction. The system analyzes state-wise trends and provides dynamic risk classification to support public health decisions.

Python Pandas Scikit-learn Streamlit Seaborn Scipy Matplotlib
View Details Live Demo

Heart Failure Risk Prediction

Predictive Modeling

Developed a predictive model to predict the risk of heart failure based on the given features using machine learning algorithms.

Python Scikit-learn Pandas
View Details Live Demo

My Skills

Data Science

Python Pandas NumPy SQL Data Visualization Data Preprocessing PowerBI Tableau Probability & Statistics

Machine Learning

Scikit-learn TensorFlow Supervised Learning Unsupervised Learning Neural Networks Sentiment Analysis NLP Deep Learning PyTorch Torchvision Pillow Hugging Face

Tech Stack

My Education

Bachelor of Technology

8.63 CGPA

Artificial Intelligence & Data Science

Vasireddy Venkatadri Institute of Technology, Nambur

2022 - 2026 (Currently 3rd Year)

Intermediate

96.5%

MPC (Maths, Physics, Chemistry)

Vignana Bharathi Junior College, Chirala

2020 - 2022

Secondary School

100%

SSC - 10th Grade

Vijaya Lakshmi High School, Chirala

2019 - 2020

Experience

My professional journey and the experiences that have shaped my career

AI & ML Virtual Intern

Amazon AWS

Jan 2025 – Mar 2025 3 Months

Extracted, cleansed, and transformed 500 million+ rows of raw data from disparate sources using AWS Glue and Python, creating unified datasets optimized for analysis with Redshift and QuickSight.

Designed and implemented data models in AWS Redshift, improving query performance by 40% and empowering business users with self-serve reporting.

Pioneered ETL processes reducing manual intervention by 80 hours/month while improving data accuracy.

AWS Glue Python Redshift QuickSight ETL

Data Science Virtual Intern

Altair

Oct 2024 – Dec 2024 3 Months

Developed predictive models using Altair's data visualization tools to solve complex business problems.

Implemented machine learning pipelines for time-series forecasting with 88% accuracy.

Created interactive dashboards to communicate data insights to non-technical stakeholders.

Data Visualization Predictive Modeling Python Altair

Data Engineering Virtual Intern

AWS

Jan 2024 – Mar 2024 3 Months

Built scalable data pipelines processing 1TB+ daily datasets using AWS services.

Optimized Athena queries reducing costs by 35% through partitioning strategies.

Automated data quality checks reducing error rates by 60%.

AWS Athena Lambda Data Pipelines

Achievements

5-Star Python Problem Solving

HackerRank

Ranked in top of Python programmers for efficient algorithm solutions and clean code practices.

5★

Get In Touch

Let's Collaborate!

Have a project in mind or want to discuss potential opportunities? Feel free to reach out!

ksvnspavankumar.24@gmail.com
Chirala, Andhra Pradesh, India

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