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Ayush Gupta - AI Engineer

Ayush Gupta

Mid-level AI Engineer specializing in Agentic AI and Generative AI

GeolabeDuke University6 Years ExperienceMid LevelWorks On-Site

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About

Built and deployed a live LLM-powered platform that takes a LinkedIn job URL + resume and generates job-specific resumes and personalized outreach at scale, with production-grade logging/monitoring/retries on Vercel + Railway. Experienced with agent orchestration (AWS Bedrock/Strands, LangGraph, CrewAI) and rigorous AI workflow testing, plus stakeholder-facing prototypes like data lineage/metadata and NL-to-SQL + dashboard generation.

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Key Strengths

  • Built and deployed a live LLM-powered job outreach/resume personalization product (Vercel + Railway)
  • Production reliability focus: logging, monitoring, retries, and handling external API failures
  • Hallucination mitigation using structured prompting plus a secondary validation LLM to rate outputs
  • Cost-aware scaling via task-based model selection (cheaper models for simpler tasks, stronger models for reasoning)
  • Systematic evaluation of agentic workflows with agent-level tests, end-to-end tests, regression testing, and metrics (latency/failure rate/completeness)
  • Able to translate AI prototypes to non-technical stakeholders with impact/cost-savings framing and interactive demos

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Experience

AI EngineerGeolabe · May 2024 – Present
Data Scientist & Analytics ConsultantCitizens Bank · Sep 2024 – May 2025freelance
Sr. Production Data AnalystReliance Industries Limited · Jul 2019 – Jul 2023
Production SupervisorReliance Industries Limited · Jul 2019 – Jul 2023

Education

Duke Universitymaster, Data Science (2025)
University of Petroleum and Energy Studiesbachelor, Production Engineering (2019)

Awards

  • Rajiv Gandhi Scholarship for Extraordinary Research & Academic Excellence – 2024
  • Dean’s Research Award for Master’s Students – 2023 (Duke Fellowship)

Languages

English

Certifications

NVIDIA-Certified Associate: Generative AI LLMs

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Connect with Ayush

Ayush already has a relationship with Reval, so a warm intro from us gets a much better response than cold outreach.

Typically responds within 24 hours

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Hire with Reval

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Ayush GuptaMid-level AI Engineer specializing in Agentic AI and Generative AI