Brahma Reddy Akumalla
Summary
Recent Master's graduate in Computer Science with a strong research background in machine learning and deep learning. Successfully completed a thesis project focused on developing a novel CNN-based training method for breast cancer detection, showcasing a passion for innovation and a commitment to impactful research. Proficient in Python and PyTorch, seeking to leverage my skills in a research-oriented AI role.
Overview
1
1
year of professional experience
1
1
Certification
Work History
Team leader
Veltech Deemed to be University
- Contact: Dr.Valarmathi
- Able to write an algorithm for detecting animals with the help of TensorFlow and simulated in pc
- Impleted in Raspberry pi
- Get familiar with basics of Deep Learning and Computer Vision
Team leader
Veltech Deemed to be University
- Contact: Dr.R.S.Esther rani
- Able to write an algorithm to detect human emotions with the help of PyTorch and simulated in PC
- Intuitive about existing algorithms and using in our own project
- Able Manage team mates to complete their contribution in project
Student
Veltech
- Hands experience with Cadence and Multisim
- Lab experiments are designed in multisim compared with practical values
Research Assistant
National Central University
Taoyuan District
10.2023 - 07.2024
- Applied Python and PyTorch skills to develop an innovative breast cancer prediction model, analyzing mammogram images to overcome data quality issues and refine the training process.
- Pioneered a PyTorch-based training method for breast cancer detection from mammogram images, resulting in a robust model with improved accuracy (F1 score) across diverse real-world test environments.
Education
B.Tech in Electronics and communication Engineering -
Veltech Deemed To Be University
06.2020
M.sc in computer science -
National central university
05.2024
Skills
- Problem-Solving
- Attention to Detail
- Teamwork and Collaboration
- C
- Python programming
- Data structures and algorithms
- Image processing
- Computer vision
- Basic linux
- Matlab
Languages
Telugu
Proficient
C2
English
Advanced
C1
Chinese
Elementary
A2
Events Attended
- Machine learning- Deep learning algorithms, computing and application in DSP - IP(IET)
- HACKTHON (Vellore institute of technology)
Hobbies and Interests
- Programming
- Blog reading
- Riding
Projects
- AN AUTOMATIC ANIMAL DETECTION AND COLLISION AVOIDANCE SYSTEM USING COMPUTER VISION TECHNIQUES (07/2019 - 10/2019)
- SPEAKER VERIFICATION SYSTEM (07/2019 - 10/2019)
- FACE EMOTION RECOGNITION FOR BEHAVIOUR ANALYSIS (01/2020 - 04/2020)
Certification
Chinese Language Certificate
Timeline
Research Assistant
National Central University
10.2023 - 07.2024
Team leader
Veltech Deemed to be University
Team leader
Veltech Deemed to be University
Student
Veltech
B.Tech in Electronics and communication Engineering -
Veltech Deemed To Be University
M.sc in computer science -
National central university