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Shruti kSK
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Shruti k

@shrutik1

Computer vision and deep learning engineer focused on volumetric spectral-spatial models.

India
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What I'm looking for

I seek roles applying deep learning and computer vision to real-world remote sensing or agricultural problems, in teams valuing reproducible pipelines, rigorous evaluation, and performance optimization.

I am a computer vision and deep learning engineer with hands-on experience building volumetric spectral-spatial models and production-ready ML pipelines.

During a research internship at VNIT Nagpur, I developed hybrid 3D CNN + Vision Transformer models for multi-class land-cover segmentation and created GPU-accelerated, reproducible preprocessing and batching pipelines.

My projects include a hyperspectral/DEM landslide detection system achieving high IoU through rigorous benchmarking and ablation studies, and real-time object detection with YOLOv5 for crop disease identification optimized with mixed precision training.

I combine strong experimentation practices (cross-validation, hyperparameter tuning, statistical analysis) with software engineering skills (Docker basics, Git, serverless architectures) to deliver efficient, reliable ML solutions.

Experience

Work history, roles, and key accomplishments

VT

Research Intern - Computer Vision

Visvesvaraya National Institute of Technology

Jun 2025 - Jul 2025 (1 month)

Built and trained hybrid 3D CNN + Vision Transformer models for multi-class land cover segmentation on multi-spectral Landsat imagery and developed GPU-accelerated preprocessing and 3D batching pipelines to improve generalization and performance.

Education

Degrees, certifications, and relevant coursework

Shri Ramdeobaba College of Engineering and Management logoSM

Shri Ramdeobaba College of Engineering and Management

Bachelor of Technology, Computer Science and Engineering (AIML)

Grade: CGPA: 8.53

B.Tech in Computer Science and Engineering with specialization in AIML; completed with a CGPA of 8.53.

DC

Dr. Ambedkar College

Class 12, Higher Secondary

Grade: 94.67%

Completed Class 12 with a percentage score of 94.67%.

NS

Narayana Vidyalayam School

Class 10, Secondary Education

Grade: 97.4%

Completed Class 10 with a percentage score of 97.4%.

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