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Jitao Lou
Senior Forward Deployed Engineer specializing in enterprise backend systems
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About
Led a government smart city deployment where success depended less on pure engineering and more on navigating policy, budget, and operational constraints. Built phased, cost-conscious systems combining data pipelines, on-prem AI, OCR, and human-in-the-loop workflows to deliver stable production outcomes and make ambiguous real-world data more controllable at scale.
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Key Strengths
- end-to-end ownership of government deployment projects from discovery through go-live stabilization
- strong prioritization under tight budget and policy constraints
- effective on-site field research to uncover real user pain points
- pragmatic stakeholder management with phased delivery and leadership decision support
- ability to balance automation vs manual operations to control cost
- hands-on data pipeline and data quality improvement
- experience deploying local/on-prem AI in regulated environments
- human-in-the-loop AI workflow design for operational decisioning
- iterative prompt tuning and root-cause analysis for non-deterministic AI behavior
- practical handling of messy real-world inputs using OCR plus human/AI validation
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