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HIMANSHU SHARMA

Mid-level AI Solutions Engineer specializing in enterprise GenAI and automation

Orlando, FLAI Solutions Engineer6 years experienceMid-LevelTechnologySaaSArtificial Intelligence
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About

Built and shipped multiple production LLM/agentic systems, including an agentic RAG NL-to-SQL analytics app that cut manual reporting from 9 hours/week to 15 minutes by grounding on schema-aware retrieval and robust fallback/monitoring. Also implemented a LangChain supervisor-orchestrated enterprise IT automation agent that routes requests for search, identity validation, and action execution, and created a RAG search tool spanning Jira/Confluence/SharePoint for operations stakeholders.

Experience

AI Solutions EngineerKore.ai
Data and Analytics InternFoot Locker, Inc.
Summer AssociateDeloitte Consulting LLP
Consultant – Data StrategyDeloitte Consulting (USI)
Business Data AnalystLarsen & Toubro InfoTech

Education

University of South Floridamaster, Business Analytics and Information Systems (2024)
PVG’s COET (SPPU)bachelor, Electrical Engineering (2017)

Key Strengths

  • Built and deployed production agentic RAG NL-to-SQL reporting system reducing analyst reporting time from 9 hours/week to 15 minutes
  • Strong reliability engineering for LLM systems (guardrails, schema grounding, syntax checks, monitoring/logging)
  • Designs effective fallback UX (clarifying questions + retry/rethink loop for SQL generation) to avoid bad outputs
  • Hands-on agent orchestration in production using LangChain supervisor-style routing with permission/context-aware workflows
  • Data-driven evaluation of agent workflows using operational KPIs and iterative improvement from logs/traces and failed cases
  • Effective collaboration with non-technical stakeholders by demoing value quickly and iterating based on feedback

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Contact

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Languages

English

Skills

PythonPyTorchTensorFlowScikit-learnHugging Face TransformersSQLJavaScriptTypeScriptGoBashFlaskOpenAIAnthropic ClaudeGeminiFine-tuning (LoRA/QLoRA)