Open to opportunities

Avula Thanu Sree (B22AI011)

@avulathanusreeb22ai0

Message

Aspiring data scientist with a strong foundation in machine learning.

India

Message

What I'm looking for

I am seeking a role that fosters innovation and allows me to apply my skills in machine learning and data analysis.

I am a Bachelor of Technology student specializing in Artificial Intelligence and Data Science at the Indian Institute of Technology, Jodhpur. My academic journey has been marked by a commitment to excellence, as reflected in my CGPA of 7.0. I have gained hands-on experience through internships and research, where I engineered a diabetes prediction model that achieved an impressive 88% accuracy and developed an LSTM-based deep learning model for Li-ion battery capacity prediction with 95% accuracy.

My projects showcase my ability to integrate technology with real-world applications. For instance, I designed an IoT device for health monitoring that achieved 98% accuracy in real-time data measurements. Additionally, I have worked on music genre classification, optimizing audio feature extraction and implementing machine learning classifiers to enhance performance. I am passionate about leveraging my skills in programming and machine learning to create impactful solutions.

Experience

Work history, roles, and key accomplishments

Current

Research Intern

Current

HUST, Japan

Jan 2025 - Present (7 months)

Conducted research on Li-ion battery capacity prediction using Transfer Learning with LSTM. Developed an LSTM-based deep learning model achieving 95% accuracy on NASA dataset and applied transfer learning by fine-tuning on CALCE dataset, resulting in 85.67% accuracy on test data.

Li Ion Battery Prediction Transfer Learning Deep Learning CALCE Dataset

Machine Learning Intern

IIT Delhi

Apr 2023 - Present (2 years 4 months)

Engineered a diabetes prediction model using the PIMA Indians dataset, boosting prediction accuracy to 88% through data normalization and kernel optimization. Designed a bike-sharing demand prediction system, achieving a 20% improvement in resource allocation efficiency.

Machine Learning Data Normalization Kernel Optimization Resource Allocation

Education

Degrees, certifications, and relevant coursework

Indian Institute of Technology Jodhpur

Bachelor of Technology, Artificial Intelligence and Data Science

Grade: 7.0

Currently pursuing a Bachelor of Technology in Artificial Intelligence and Data Science. The program focuses on advanced topics in AI, machine learning, and data engineering.