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Harini Vinu
Intern Software Engineer specializing in cloud, big data, and test automation
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Internship experience at Qualitest building and deploying an LLM-powered test automation system that reduced manual test creation and improved efficiency (~40%). Demonstrates strong production engineering for LLM systems (timeouts/retries/monitoring/caching, prompt optimization, batching) and has scaled workflows to 100+ concurrent jobs; also has orchestration experience with AWS Step Functions and Kubernetes.
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Key Strengths
- Built and deployed LLM-powered test automation system in production (Qualitest internship)
- Improved test generation efficiency ~40% by integrating GPT into testing workflows
- Stabilized non-deterministic/slow LLM pipelines with timeouts, retries, monitoring, and caching
- Scaled LLM workflow to 100+ concurrent jobs reliably
- Reduced execution bottlenecks ~30% via prompt optimization and request batching
- Designed measurable AI workflow evaluation using offline tests plus production monitoring (latency/error/output quality)
- Orchestrated serverless workflows with AWS Step Functions across Lambda/SQS/DynamoDB with robust failure handling
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