Balanagireddy Vallem
@balanagireddyvallem
Innovative AI/ML Developer with a passion for data-driven solutions.
What I'm looking for
I am an AI/ML Developer with over four years of experience in creating innovative solutions that leverage machine learning and data science. My journey began with a strong foundation in Python programming, which I have utilized to develop scalable applications that solve real-world problems. At Wipro Ltd, I worked on IntelliDoc, an application designed to extract data from semi-structured PDFs, employing advanced ML models like ABBYY and DenseNet121 for tasks such as invoice classification and table detection.
My previous role at Per Petuuiti Techno Soft Services Pvt. Ltd involved face recognition technology, where I implemented Intel's OpenVINO pre-trained models to enhance the accuracy of face detection and recognition. I am proficient in various machine learning algorithms, including regression, classification, and information extraction, and have experience with tools like Power BI for data visualization and analysis. I am committed to continuous learning and development, seeking opportunities that challenge me and allow me to contribute effectively to my organization.
Experience
Work history, roles, and key accomplishments
AI/ML Developer
Wipro Ltd.
Jun 2022 - Present (3 years 1 month)
Developed an application for Georgia-Pacific and IntelliDoc to efficiently extract semi-structured data from PDFs using ML models and Python. Utilized ABBYY and DenseNet121 models for invoice classification and table detection, enhancing data extraction processes.
AI/ML Developer
Per Petuuiti Techno Soft Services Pvt. Ltd
Sep 2021 - Jun 2022 (9 months)
Developed a face recognition system using Intel OpenVINO pre-trained models, focusing on face detection, recognition, and landmark identification. Implemented a long-distance face recognition system using the MTCNN library with TensorFlow backend, and integrated live frame analysis for age and gender identification.
Education
Degrees, certifications, and relevant coursework
Jawaharlal Nehru Technological University Kakinada
Bachelor of Technology, Engineering
Completed a Bachelor of Technology degree, gaining foundational knowledge and skills relevant to the field. Focused on core engineering principles and their applications.
State Board of Technical Education and Training Andhra Pradesh
Diploma, Technical Education
Obtained a Diploma from SBTETAP, focusing on technical skills and practical applications. This program provided a strong base for further studies in engineering.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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