Work History
Education
Skills
Accomplishments
Timeline
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Vineel Palla

Norman,OK

Work History

Elbow Torque Prediction From BMI Data Using Deep Learning

  • Technologies: Python, TensorFlow, Keras, SLURM
  • Engineered a deep learning model to predict elbow torque from body movement and neural data, employing Python, TensorFlow, and Keras
  • The project involved rigorous hyper-parameter optimization and the application of dropout and Lx regularization techniques to enhance model accuracy
  • Managed large-scale data processing and experiment execution using SLURM, demonstrating proficiency in handling complex datasets and computational tasks.

Convolutional Neural Networks for Object Classification

  • Technologies: Python, TensorFlow, Keras, SLURM
  • Developed and implemented Convolutional Neural Network (CNN) models to classify objects within video frames, utilizing the Core50 dataset
  • Engineered two distinct CNN architectures — a shallow network and a deep network optimized for validation set performance and demonstrated consistent model performance across 5 rotations
  • Conducted experiments to refine model hyperparameters and architecture details, employing techniques such as L1/L2 regularization and dropout to mitigate overfitting
  • Analysed model performance through learning curves, accuracy histograms, and confusion matrices, enhancing understanding of model strengths and weaknesses.

Database Modeling for Job-Shop Accounting System

  • Technologies: Azure SQL Server, JavaScript, Java, HTML, CSS, SQL
  • Designed and implemented an optimal database system tailored for a Job-Shop Accounting System, focusing on efficient data modeling and table creation to ensure scalability and performance
  • Developed a Java-based application integrated with SQL scripts to facilitate seamless CRUD (Create, Read, Update, Delete) operations, enhancing the automation of data management processes.

Education

Masters in computer science. -

University Of Oklahoma
Norman, OK
05-2025

Bachelor of Technology in Computer Science -

Sreyas Institute of Engineering And Technology (Affiliated To JNTUH)
Hyderabad, India
01.2022

Skills

  • Machine Learning and Deep Learning
  • Programing Languages: C, Java, and Python
  • Data Analysis and Visualization
  • Web tool: HTML5
  • Databases: MySQL

Accomplishments

  • Achieved an outstanding grade in undergraduate project in the domain Machine Learning
  • Earned silver medal in ‘Just a Minute’ session in our school
  • Stood first in science expo at school in the project about hydraulic energy

Timeline

Elbow Torque Prediction From BMI Data Using Deep Learning

Convolutional Neural Networks for Object Classification

Database Modeling for Job-Shop Accounting System

Masters in computer science. -

University Of Oklahoma

Bachelor of Technology in Computer Science -

Sreyas Institute of Engineering And Technology (Affiliated To JNTUH)

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Vineel Palla