Hemant Kashniyal is an engineer with 11 years of experience building high-performance distributed systems, stream processing platforms, and MLOps infrastructure. He began his career in systems engineering at IBM Storage Lab writing C for storage controllers and has since led backend and AI-ML platform efforts at Jio and product engineering at startups like Civil Maps and Mangstor. Recently he built RAG chat applications and a high-capacity WebRTC media delivery platform at Fluxon and now focuses on a stream-first observability platform at Chiron. Hemant contributes to notable open-source MLOps work—updating protobuf schemas in the widely used Seldon Core—reflecting hands-on expertise in model serving and protocol design. He blends low-level systems optimization with modern ML deployment patterns across Go, C/C++, Python and NodeJS, and has a knack for turning storage and sensor-processing lessons into robust, production-grade streaming architectures. Based in Hyderabad, he enjoys tackling cross-domain problems that sit at the intersection of streaming, media, and model inference.
11 years of coding experience
14 years of employment as a software developer
Information Systems, Information Systems at Netaji Subhas Institute of Technology
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
Role in this project:
MLOps Engineer
Contributions:2 reviews, 17 commits, 3 PRs in 8 months
Contributions summary:Hemant's commits primarily focus on updating and modifying protobuf definitions and related dependencies within the `seldonio/seldon-core` repository. The changes suggest a focus on adapting protobuf specifications, potentially for model serving or data exchange within the MLOps framework. The commits also include adjustments to include protobuf files, which is fundamental to the project's core function of serving and managing machine learning models. These updates are indicative of a role focused on building and maintaining the MLOps infrastructure.
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