Debangshu Nath - Desktop Apps Development | ContraWork by Debangshu Nath
Debangshu Nath

Debangshu Nath

Software Engineer | DevOps • Kubernetes • ML infrastructure

New to Contra

Debangshu is building their profile!

Bhubaneswar, India

WorkPostsServicesAbout

Bhubaneswar, India

Cover image for Real-Time Screen Translation Overlay Developed a
Real-Time Screen Translation Overlay Developed a real-time desktop OCR translation overlay for translating Chinese on-screen text into English.Implemented asynchronous OCR pipelines and temporal stabilization to eliminate UI lag and translation flickering.Built region-based overlay rendering with collision avoidance to prevent recursive OCR feedback.Optimized rendering and update cycles for smooth drag/resize interactions during live screen capture.
0
28
Cover image for Kubernetes-Native AI Deployment Platform A Kubernetes-native
Kubernetes-Native AI Deployment Platform A Kubernetes-native deployment platform for dynamically provisioning GGUF-based LLM inference workloads using GitOps workflows and llama.cpp.The platform automatically generates Kubernetes manifests, updates GitOps repositories, triggers ArgoCD reconciliation, and exposes runtime inference APIs through a React + Express dashboard.
0
34