Detects and localises document forgeries at 97% accuracy.
- metadata analysis
- Fourier analysis
- Error Level Analysis
- template matching
- vector database
BengaluruIndia
Yash Shah
SDE 2 at NetApp.
I build computer-vision and machine-learning systems — from published research to the factory floor.
Selected work
A feature-fusion CNN for gastrointestinal disease classification, published in Diagnostics.
- EfficientNet-B0
- squeeze-and-excitation
- feature fusion
- HyperKvasir dataset
Segments roads and buildings from satellite imagery for urban planning.
- U-Net
- semantic segmentation
- satellite imagery
Experience
- NetAppSDE 2
- Defect ScannerMachine Learning Intern
- Stood up a live video-streaming server on Microsoft Azure for global access, cutting streaming latency to under one second.
- Flagged product defects from a live conveyor-belt feed on the factory floor, replacing roughly 12 hours of manual monitoring a day.
- Led an incremental-learning model that detects and registers object classes new to the system on production lines.
- Built an action-recognition model to reduce assembly-line defects.
- Bhabha Atomic Research CentreProject Intern
- Led an automated vehicle detection, tracking and logging system.
- Applied ML-Ops to move level-0 systems to level-1: automated testing and monitoring plus a CI runner on a development machine, saving two hours of manual testing per run.
- Introduced an SSIM-based performance monitor to catch failure cases of computer-vision models on video use-cases.
- Contributed to two research articles documenting the algorithms from this work.
- Naldeo GroupSolar Project Consultant
- Led the team forecasting congestion in solar grids.
- Converted daily readings into hourly distributions, then predicted real-time grid congestion with predictive modelling to enable efficient load setup.
Publications & patents
A Novel Multi-Feature Fusion Method for Classification of Gastrointestinal Diseases Using Endoscopy Images
Method and System for Workflow Analysis
App. 19/280,291 · published July 2025
Achievements
- 2026Winner, NetApp Intern ShowcaseEngineering track
- 2025Silver MedalistVellore Institute of Technology
- 2025Best Outgoing StudentVellore Institute of Technology
- 2023First place, Smart India Hackathon
- 2023Outstanding Performance certificateBhabha Atomic Research Centre
- Top 100 of 50,000+ teams, Amazon ML Challenge
- 2020–23Rank 1, four consecutive academic yearsVellore Institute of Technology
Education
Vellore Institute of Technology
Integrated M.Tech, Computer Science and Engineering with Business Analytics
Toolkit
- Languages
- Python · C++ · Java · C · R · JavaScript
- ML & CV
- Deep learning · Transfer learning · Computer vision · NLP & text processing · AutoML · Predictive modelling
- Data
- MySQL · MongoDB · Cassandra · Hadoop · Spark · Kafka · Flink
- Platforms
- Microsoft Azure · ML-Ops / CI · Big data · Blockchain