Niveditha A V
Tumkur
Summary
Aspiring Machine Learning Engineer with expertise in Python and a focus on image processing and AI systems. Driven to leverage machine learning algorithms for evaluating and improving AI solutions in project-based environments.
Overview
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1
Certification
Education
Bachelor of Engineering (B.E.) - Computer Science and Engineering
Sri Siddhartha Institute of Technology
Tumkur03-2027
Skills
- Python
- Image Processing
- Pandas
- OpenCV
- Model evaluation
- Decision Trees
- Convolutional Neural Networks (CNN)
- Git/GitHub
- SQLite
- C
- Machine Learning
- NumPy
- Scikit-learn
- Supervised learning
- Support Vector Machines (SVM)
- K-Nearest Neighbors (k-NN)
- Feature extraction
- MySQL
- C
- Visual Studio Code
Certification
IBM Artificial Intelligence Fundamentals
Projects
- Traffic Sign Detection using Machine Learning, Implemented supervised learning models to classify traffic signs., Applied image processing techniques to improve detection accuracy., Contributed to intelligent transportation system research.
- Image Steganography Application, Developed a Python-based tool to hide and extract secret messages in images., Implemented secure cryptographic techniques for data protection., Designed modular code structure and debugged path issues to ensure reliability.
Achievements Activities
- Assisted peers with academic editing and literature reviews.
- Participated in coding workshops and hackathons.
- Volunteered in organizing technical events and seminars.
Machine Learning Skills
Support Vector Machines (SVM), Decision Trees, k-Nearest Neighbors (k-NN), Convolutional Neural Networks (CNN) for image classification, Feature extraction, supervised learning, model evaluation, NumPy, Pandas, Scikit-learn, OpenCV
Timeline
Bachelor of Engineering (B.E.) - Computer Science and Engineering
Sri Siddhartha Institute of Technology