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Sarthak Vinayaka
Mid-Level Full-Stack Software Engineer specializing in enterprise AI, data pipelines, and scalable APIs
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About
Forward-deployed engineer/tech lead who built an end-to-end demand planning and forecasting application for a major US steel manufacturer, integrating Snowflake data into the C3 platform with batch/MapReduce workflows, monitoring, and a React/TypeScript UI. Also productionized an enterprise LLM integration with structured outputs and authorization guardrails, reporting +30% stakeholder engagement and broad adoption across customer deployments.
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Key Strengths
- Owned end-to-end delivery of demand planning application (data model, ETL, APIs, UI, workflow, monitoring, documentation)
- Delivered project two weeks ahead of schedule
- Built reliable cross-system integration between Snowflake and C3 with batch/MapReduce workflows
- Designed scalable aggregation layer handling 1.5M+ time series records with security controls
- Strong customer-facing execution: weekly demos, iterative improvements, and requirements discovery
- Implemented rigorous testing and validation (JUnit + solution manager/customer testing)
- Productionized LLM capability with role-scoped prompts, programmatic evaluations, and authorization-based guardrails
- Demonstrated measurable impact: ~10% net income savings for customer; +30% stakeholder engagement
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