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Venkata Charan

@venkatacharan

Aspiring software engineer with a strong foundation in AI and web development.

India
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What I'm looking for

I am looking for a role that fosters innovation and offers opportunities for growth in AI and software development.

I am currently pursuing a Bachelor of Technology in Computer Science and Engineering at the National Institute of Technology, Andhra Pradesh, where I have maintained a CGPA of 8.05. My academic journey has been enriched with relevant coursework in Data Structures, Algorithms, and Artificial Intelligence, which has equipped me with a solid foundation in computer science principles.

During my internships at C-DAC and NIT Andhra Pradesh, I gained hands-on experience in web application security assessments and conducted research on transformer-based architectures for vision tasks. I successfully implemented advanced models like DFormer and Swin Transformers, achieving significant improvements in performance metrics. My projects, including a multimodal AI model for brain tumor diagnosis and a weather forecasting web application, showcase my ability to integrate complex technologies and deliver impactful solutions.

Experience

Work history, roles, and key accomplishments

NP

Research Intern

NIT Andhra Pradesh

Mar 2024 - May 2024 (2 months)

Conducted research on transformer-based architectures for vision tasks, leveraging HuggingFace Transformers and Detectron2; implemented DFormer and Swin Transformers for dense prediction and semantic segmentation tasks. Achieved a mIoU of 49.3% on ADE20K using the enhanced DFormer-B model, improving performance over baseline Swin-T by approximately 3.7%.

Education

Degrees, certifications, and relevant coursework

National Institute of Technology, Andhra Pradesh logoNP

National Institute of Technology, Andhra Pradesh

Bachelor of Technology, Computer Science and Engineering

2022 -

Grade: 8.05/10

Activities and societies: Organized various technical events for the Computer Science and Engineering Association as a Joint Secretary, mentoring over 200 students. Led the Public Relations and Promotions team for the institute's cultural fest, Vulcanzy, attracting over 2000 participants.

Currently pursuing a Bachelor of Technology in Computer Science and Engineering. Relevant coursework includes Data Structures, Algorithms, Object-Oriented Programming, Applied Machine Learning, and Computer Networks. Achieved a CGPA of 8.05/10.

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Venkata Charan - Intern - C-DAC | Himalayas