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Prathyusha Avula UserPU
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Prathyusha Avula User

@prathyushaavulauser

Computer science graduate who developed an animal species classifier with 97% accuracy using ResNet-101 and EfficientNet-B3.

India
Message

What I'm looking for

I'm seeking an opportunity to contribute to projects, apply my technical skills, and grow as a software professional.

My animal species recognition project combined ResNet-101 and EfficientNet-B3 to classify species, achieving 97% accuracy. I evaluated the model with precision, recall, F1-score, and a confusion matrix.

I also applied image preprocessing and data augmentation to improve robustness across variations in lighting, background, pose, and scale.

For my Laptop E-commerce Website project, I created a responsive shopping experience using HTML, CSS, and JavaScript.

I'm a Computer Science graduate from YSR Engineering College Of YVU, with project and internship experience in artificial intelligence, machine learning, web development, and data science and analytics.

Experience

Work history, roles, and key accomplishments

IN

Machine Learning Course

Internshala

Completed an 8-week course on machine learning.

YF

Internship on Artificial Intelligence and Machine Learning

YBI Foundation

Completed an internship focused on artificial intelligence and machine learning concepts.

IN

Data Science and Analytics Intern

Innovate

Completed an 18-week internship in data science and analytics.

BS

Web Development Intern

Brainwave Matrix Solutions

Completed an 8-week internship in web development.

Education

Degrees, certifications, and relevant coursework

YY

YSR Engineering College of YVU

B.Tech, Computer Science

2022 -

Grade: 85%

Pursuing a B.Tech in Computer Science with 85% aggregate.

VC

Vignan Junior College

Board of Intermediate Education, MPC

2020 - 2022

Grade: 95%

Completed Board of Intermediate Education (MPC) with 95%.

NE

Nagarjuna Board of Secondary Education

Board of Secondary Education, Secondary Education

2020 - 2021

Grade: 93%

Completed secondary education with 93%.

Tech stack

Software and tools used professionally

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