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Ayush Gupta
Mid-level AI Engineer specializing in Agentic AI and Generative AI
AI Engineer6 years experienceMid-LevelAerospaceEnergyFinancial Services
ScreenedIdentity Verified
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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.
Experience
AI EngineerGeolabe
Data Scientist & Analytics ConsultantCitizens Bank
Sr. Production Data AnalystReliance Industries Limited
Production SupervisorReliance Industries Limited
Education
Duke Universitymaster, Data Science (2025)
University of Petroleum & Energy Studiesbachelor, Production Engineering (2019)
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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