Gayathri Priya
Applied AI EngineerOpen to relocation — Germany / EU (EU Blue Card eligible)

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 Medical Scribe

Hands-free clinical notes, in daily use — built HIPAA-compliant from day one.

Why it matters

In daily production use by the clinician, with no keyboard in the room.

ProductionHealthcare AIHIPAA

Multi-Agent Manifest Processing

A team of AI agents that reads the inbox so no one has to.

Why it matters

Every manifest is detected, validated, and processed within a minute of arrival.

Multi-agentLogisticsReal-time

RFQ Automation

A quoting process that took weeks, answered in minutes.

Why it matters

Proof of concept, validated on sample documents.

Proof of conceptRAGDocument automation

Alkalavy

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

Compliance Retrieval System

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 via Upwork, with production-grade constraints.

RAGPineconeFastAPI

Script-to-Video 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.

Associate L2 Developer (AI/ML)

Pravaah Consulting • Bengaluru, India

Jun 2024 – Present

  • Architected a production RAG system for enterprise client document retrieval.
  • Designed a multi-agent AI system for client-facing product features.
  • Optimized pipeline and retrieval performance for production latency requirements.
  • Technical point of contact for AI initiatives across client products — responsible for scoping, estimation, and delivery planning. Lead and mentor a team of 4 engineers.

Freelance AI/ML Developer & Consultant

Upwork • Remote, UK client

Feb 2024 – Apr 2024

  • Designed AI document-processing systems for invoice workflows.
  • 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.
  • Built a collaborative filtering recommendation engine for product use cases.

Co-Founder & AI Engineer

AI Legal Composer • Remote

Jan 2023 – May 2023

  • Co-founded an AI-assisted legal documentation tool, built in collaboration with a practicing lawyer.
  • Built a system to record and transcribe client-lawyer consultations, then structure the conversation into case-relevant details.
  • Built a document-drafting AI that generated legal documents based on the structured case information.

Skills & Tools

Grouped by how I actually use them.

Product & Delivery

How I scope the problem, decide what ships, and keep clients in the loop.

Product discovery & scopingPrioritization & tradeoffsStakeholder & client communicationRoadmapping & delivery planningAI feasibility evaluationGo-to-market scopingTeam leadership (led a team of 4)

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