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Ramareddy Padala

@ramareddypadala

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Aspiring machine learning engineer with a focus on innovative solutions.

India

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What I'm looking for

I am looking for opportunities that foster innovation and allow me to grow in machine learning and AI.

I am a dedicated and passionate machine learning engineer currently pursuing my Bachelor of Technology in Computer Science Engineering at the National Institute of Technology, Patna. With a strong academic background and a CGPA of 7.56, I have developed a solid foundation in computer science principles and practices. My recent internship at EI Systems allowed me to apply my theoretical knowledge in a practical setting, where I successfully developed a credit card fraud detection system using advanced outlier detection techniques.

In addition to my internship experience, I have worked on several projects that showcase my skills in deep learning and computer vision. Notably, I designed a brain tumor detection model using CNN, Keras, and TensorFlow, which aims to assist healthcare professionals in making timely diagnoses. I also created a fashion image caption generator that enhances product discoverability for e-commerce platforms. My technical skills include proficiency in Python, C++, and MySQL.

Experience

Work history, roles, and key accomplishments

Machine Learning Intern

EI Systems

May 2024 - Jun 2024 (1 month)

Developed a credit card fraud detection system by implementing outlier detection techniques such as Isolation Forest and Local Outlier Factor to identify credit card transactions that could indicate potential fraud.
Optimized model performance by selecting relevant features, training outlier detection models, and assessing accuracy, precision, and recall to identify fraudulent transactions.

Machine Learning Python Local Outlier Factor

Education

Degrees, certifications, and relevant coursework

National Institute of Technology, Patna

Bachelor of Technology, Computer Science Engineering

2021 - 2025

Grade: 7.56

Pursuing a Bachelor of Technology in Computer Science Engineering with a CGPA of 7.56. The program covers various aspects of computer science, including programming and algorithms.

Tirumala Junior College

Board of Intermediate Education, MPC

2019 - 2021

Grade: 99.1%

Completed intermediate education with a percentage of 99.1 under the Board of Intermediate Education, Andhra Pradesh. The curriculum included subjects essential for engineering entrance examinations.