Priyanka Gupta
@priyankagupta5
I ship production ML/LLM systems using RAG and prompt engineering.
What I'm looking for
I’m a Software Engineer with 3+ years of hands-on experience building and shipping ML systems in production environments. I specialize in LLM integration, RAG pipelines, and prompt engineering, using OpenAI and Anthropic Claude alongside open-source models to deliver AI-powered automation.
At IGT Solutions, I designed and deployed an ML-powered airline refund automation system that cut manual processing by 30% and resolved refunds 2× faster. I built and maintained production-grade FastAPI and RESTful backends to integrate AI with airline systems and third-party enterprise platforms.
I also focus on model reliability and data transformation: I built custom ML classifiers for airline fare rule validation, improving refund eligibility accuracy by 25%, and implemented retraining with automated drift detection to reduce false positives over time. On the engineering side, I contributed CI/CD via Azure DevOps across Agile sprints, and I’ve built full-stack and NLP projects like Luma (Vapi + ElevenLabs) and a Toxic Comment Detector that improved F1 score by 12%.
Experience
Work history, roles, and key accomplishments
Software Engineer
IGT Solutions
Mar 2023 - Present (3 years 3 months)
Designed and deployed an ML-powered airline refund automation system, cutting manual processing by 30% and resolving refunds 2× faster. Built and maintained production FastAPI/REST backends and ML pipelines (fare-rule validation, drift detection, and PDF-to-features NLP) and improved refund eligibility accuracy by 25% while supporting CI/CD via Azure DevOps.
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Priyanka hasn't added their education
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