Vinoth Thoguluva Santharam

Development Engineer 5

Comcast

02.2019 - Current

Agent AI Innovator – Integrated Agentic AI solutions (LangChain, Azure AI) for data pipeline monitoring and diagnostics, significantly reducing L1 support effort by 40%.
LLM Skill Enabler – Built proof-of-concepts using Large Language Models for failure summarization, intelligent alerting, and contextual root cause analysis.
SLA Optimizer – Automated recovery suggestions and pipeline re-runs using GenAI agents, leading to improved SLA adherence and minimized manual interventions.
GenAI Tools Developer – Created internal assistants to interpret logs, fetch documentation, and answer run-time questions, accelerating incident response.
Solution Architect for scalable, reusable data solutions across teams.
Framework Designer – Built custom frameworks to accelerate development.
Tech Stack Leader – Collaborated with stakeholders to define cloud-native/hybrid stacks.
PoC Champion – Led evaluations to adopt new tools and architectural patterns.
Migration Lead – Directed Platform X pipeline redesign, enabling cloud readiness.
Cost Optimizer – Reduced cloud infrastructure costs by 60% via architecture revamp.
Data Engineering Expert – Implemented CDC pipelines; built base-to-golden transformations.
Platform Agnostic Developer – Built Docker/K8s pipelines for hybrid deployments.
CI/CD Advocate – Led observability and reliability enhancements.
Standards Enforcer – Drove engineering and data governance best practices across DE teams.
Mentor & Coach – Supported engineers in adopting best practices and growing technically.