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Peruri Bhavana
Andhra Pradesh, India0 followers0 following
- About
- High School
- Bachelor's
- Target
- TOEFL
- GRE
Female
Andhra Pradesh, India
Work ExperienceResearch Intern
Chudu University - Internship
Jun 5, 2024 - Present · 2 yrs0
Aichi, Japan
Developed segmentation models using U-Net, F-Net, and transformers to accurately segment coal and mineral patches in images, optimizing for the most effective approach.
– Utilized Swin2SR for super-resolution to enhance color differentiation in images and Segformer for mask-based segmentation, achieving an impressive IoU of 0.997.
Data Science Intern
Ernst and Young - Internship
May 27, 2024 - Jul 5, 2024 · 1 mo
Andhra Pradesh, India
Engineered a PCA-based forensic image analysis tool, automating image processing to generate edge detection and
luminance outputs, with results stored via a user-friendly GUI.
– Utilised Python with OpenCV and NumPy for image processing and PCA computation, Tkinter for GUI
development, and Tqdm for real-time progress tracking
Software Development Intern
ISRO - Internship
May 8, 2024 - May 22, 2024 ·0
Andhra Pradesh, India
Developed a weather prediction application using LSTM models to forecast temperature based on realtime API data fetching, preprocessing, model training, and storing predictions in MySQL database.
– Leveraged Python for API integration, data preprocessing, and ML model development with TensorFlow. Implemented GUI with Tkinter and tkcalendar, and visualized results using Matplotlib.
ProjectsPeruri Bhavana has not added any project yet.
Research PapersPeruri Bhavana has not added any research paper yet.
VolunteeringCommunity Volunteer
at National Service Scheme
Jul 23, 2022 - May 23, 2023
Environment