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akshu User

@akshuuser

AI/ML researcher at CDSAML – PES University who developed a virtual try-on pipeline and co-authored a paper accepted at IEEE CONECCT 2026.

India
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At CDSAML – PES University, I engineered a multi-stage virtual try-on pipeline for realistic clothing synthesis. I implemented ALIAS normalization, improving structural similarity from approximately 0.845 to 0.877 SSIM while reducing synthesis artifacts.

I was the primary author of “GARMENT: Geometric Alias Refined Model for Enhanced Try-On,” accepted for publication at IEEE CONECCT 2026. I also developed Raktam, a database-driven blood bank management system, and an adaptive LLM routing engine that achieved 85% routing accuracy.

Experience

Work history, roles, and key accomplishments

CU

Summer Research Intern

CDSAML – PES University

Jun 2025 - Aug 2025 (2 months)

Engineered a multi-stage virtual try-on pipeline integrating YOLOv8, MediaPipe, SegFormer, U-Net, SAM/SlimSAM, TPS, and Stable Diffusion v2 Inpainting for person detection, pose estimation, human parsing, garment segmentation, geometric warping, and realistic clothing synthesis. Implemented ALIAS normalization to reduce synthesis artifacts and preserve fine-grained garment textures, improving stru

Education

Degrees, certifications, and relevant coursework

PES University logoPU

PES University

B.Tech, Artificial Intelligence & Machine Learning

2023 -

Grade: 8.93 / 10.0

Pursuing a B.Tech in Artificial Intelligence & Machine Learning (CSE) with a CGPA of 8.93/10.0.

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