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KAUSHIK KUMAR KOLAR RAVINDRA KUMAR
Intern-level Software Engineer specializing in AI/ML and time-series forecasting for finance
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About
Built a production AI-driven QA automation platform using a multi-agent architecture (MCPs + LangGraph) to run parallel website tests across multiple device environments via automated image building and containerization. Currently collaborating with restaurant operators and managers to deliver an agentic restaurant analytics system, emphasizing deep domain discovery with non-technical stakeholders.
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Key Strengths
- Built and deployed an AI-powered automated QA testing system for multi-device, parallel website testing
- Solved scaling challenges via automated device image creation and container-based execution for parallel scenarios
- Pragmatic agent adoption focused on production cost/benefit; uses traditional system design where appropriate
- Designs agent workflows with a state-machine approach for controllability and predictability
- Reliability-focused evaluation: tool-by-tool testing, simulations, real-user scenarios, and metrics (success rate/accuracy/efficiency) with logging
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Experience
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Publications
4 publications
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