Gayathri Priya

Applied AI EngineerAvailable for product builds

I ship AI products that still make sense after the demo.

I own the entire pipeline—from scoping messy client problems to deploying production-ready AI solutions that survive contact with real users.

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Portrait of Gayathri Priya

Gayathri Priya

Applied AI Engineer

What I optimize for

  • Fast scoping when the product is still fuzzy.

  • Enterprise-safe AI workflows with strong operational judgment.

  • Interfaces and APIs built for real users, not only technical buyers.

Selected Work

Products shipped under real constraints.

View all case studies

AI Tutor Platform

Watch demo

Built an AI tutoring product end-to-end with custom agents, learning analytics, and production-ready user flows.

Why it matters

Started as consulting, expanded into full product ownership.

AgentsFastAPIReact

Logistics Operations Platform

Designed and shipped an enterprise admin platform with GPS tracking, KYC workflows, and ONDC-ready architecture.

Why it matters

Scoped and delivered in 3 weeks as a solo build.

OperationsGPSRBAC

RAG Compliance Auditor

Created a compliance-heavy retrieval system for enterprise audit workflows with low latency and high retrieval confidence.

Why it matters

Built for an Australian client with production-grade constraints.

RAGPineconeFastAPI

YouTube Automation Tool

View demo

Delivered a desktop workflow that turns scripts into publishable videos with voice, visuals, subtitles, and MP4 export.

Why it matters

Built as a usable product, not just a technical demo.

DesktopFFmpegAutomation

StutterEase

See demo

Co-founded a real AI speech support product and iterated from direct customer discovery with users and therapists.

Why it matters

Reached 40+ active users and informed a deliberate pivot.

HealthcareASRAgents

Experience

A mix of product ownership and applied research.

AI/ML Developer

Pravaah Consulting • Bengaluru, India

Jun 2024 – Present

  • Architected a production RAG system across 50,000+ documents with 89% retrieval accuracy.
  • Designed a multi-agent AI system serving 10,000+ daily interactions.
  • Led fine-tuning and MLOps work that improved model accuracy by 22%.
  • Cut latency from 800ms to 200ms through pipeline and retrieval optimization.

Freelance AI/ML Developer & Consultant

Upwork • Remote, UK client

Feb 2024 – Apr 2024

  • Designed AI document-processing systems for invoice workflows with 35% accuracy improvement.
  • Integrated OCR, prompt engineering, and Xero APIs into a production automation flow.

AI/ML Intern

Pravaah Consulting • Bengaluru, India

Aug 2023 – May 2024

  • Developed ML models using scikit-learn and TensorFlow with 28% better accuracy.
  • Built a collaborative filtering recommendation engine for product use cases.

Skills & Tools

Grouped by how I actually use them.

AI Systems

Production-oriented modeling, evaluation, and deployment work.

PythonPyTorchTensorFlowHugging FaceMLflow

LLM + RAG

Agent workflows, retrieval systems, and evaluation-aware integrations.

LangChainLangGraphRAGAI AgentsOpenAI APIClaude APILangSmith

Backend + Infra

APIs, orchestration, and infrastructure for real product delivery.

FastAPIDockerKubernetesGCPVertex AIPineconen8n

Build Tools

Everyday tools I use to ship quickly and iterate with teams.

GitCursorGitHub CopilotClaude Codev0ReplitGroqDeepgram