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Data Science with less than a year in Deep Learning and Computer Vision for real-time applications.
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
A strong background in Computer Science has been established, underscored by a Master's degree and hands-on experience in relevant projects. A genuine enthusiasm for leveraging technology to drive positive societal impact is exhibited. Eager to contribute to meaningful initiatives that require innovation and collaboration, a commitment to enhancing user experiences through dedicated efforts is firmly held.
Rayalasema university
Master of Science - MS · Computer Science
January 1, 2019 – December 1, 2021
Kurnool Degree College
B Com · Computer Applications
July 1, 2015 – April 1, 2019
Govt Junior College
CEC
June 1, 2012 – March 1, 2015
ZP High School
SSC
June 1, 2011 – Present
Real-Time Face Mask Detection
January 1, 2021 – August 1, 2021
The Real-Time Face Mask Detection project leverages deep learning and computer vision techniques to create a system that can detect face masks with high accuracy. Using a convolutional neural network (CNN), the system was trained on labeled datasets of masked and unmasked faces. The trained model integrates with OpenCV for real-time video processing, enabling live detection from camera feeds. This solution is designed to be deployed in public spaces to promote health and safety compliance during pandemics or similar situations. • Key Contributions: Collected and preprocessed a large dataset of masked and unmasked facial images. Developed and fine-tuned a CNN model to achieve high detection accuracy. Implemented real-time video streaming and mask detection using OpenCV. Tested and deployed the model for practical use in public monitoring systems.
Cultural Fit Analysis
The candidate's academic project demonstrates an interest in applying technical skills to real-world problems with societal impact, which can be a positive indicator for cultural fit in organizations focused on impactful innovation. The project diversity is limited to a single academic project, and the listed skills are general (MySQL, Java, MS-Office) with specific deep learning/CV skills only inferred from the project. This suggests a foundational but not yet broad skill set for a senior Data Science role. The target role of 'Data Science' aligns with the project's nature, but the breadth of experience is narrow.
Soft Skills & Operational Fit
The candidate's resume highlights a commitment to enhancing user experiences and contributing to meaningful initiatives, suggesting a collaborative and user-centric approach. The project description is clear and well-structured, indicating good communication skills in a technical context. However, without psychometric test results, a full assessment of work attitude, stress handling, and team collaboration is not possible.