Pravidhi Solutions · Team · Shreyas Magaji

Shreyas Magaji

AI/ML Data Architect

AI/ML Data Architect at Pravidhi Solutions. Data platforms, ML pipelines, MLOps, and cloud-native AI systems that keep models reliable, observable, and cost-controlled.

AI/ML Data Architect · Pravidhi Solutions LLPIN ACO-8103 Bengaluru
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01 About

Data and AI/ML architecture for Pravidhi Solutions.

Shreyas Magaji is AI/ML Data Architect at Pravidhi Solutions (Pravidhi Tech Solutions LLP). Scope: data architecture and pipelines, MLOps, model serving/monitoring, and the multi-cloud substrate (AWS/Azure/GCP) that AI/ML systems run on.

02 Professional Experience

Pravidhi Solutions — AI/ML Data Architect

Pravidhi Tech Solutions LLP · Bengaluru

Architecture for data and AI/ML: platform design, pipeline engineering, feature/model workflows, serving and monitoring, and the operational layer (CI/CD, policy-as-code, observability) that keeps AI-Ops reliable at scale.

Focus areas

  • Data architecture, lakehouse/warehouse design, pipeline and governance for AI/ML
  • MLOps: training, evaluation, serving, monitoring, inference cost control
  • Agent tooling where data surfaces meet AI agents (MCP, semantic indexing)
  • Sovereign and multi-cloud deployment patterns

03 Focus Areas

AreaScope
Data & AIData architecture · pipelines · feature stores · MLOps · model serving · monitoring
CloudAWS · Azure · GCP · multi-cloud data platforms · sovereign deployment
EngineeringPython · SQL · CI/CD · policy-as-code · observability · MCP/agents

04 Selected Work

Pravidhi AI-Ops & data delivery

Data and model engineering delivered inside Pravidhi’s productized sprints — sovereign cloud hardening, AI inference cost optimization, and AI-Ops — alongside Yashas Prakash and Pavan Mathapathi.

06 Contact

For data & AI work: reach the Pravidhi team via pravidhisolutions.in. Company: Pravidhi Tech Solutions LLP, LLPIN ACO-8103.