Construction

AI Developer

Rome,  Italy100% remoteFreelanceasap80% workload
Contact person
Leon Meyer
Project ID
2962866
Unity 3d3D RenderingA/B TestingControles de AccesoArtificial IntelligenceAmazon Web ServicesComputer VisionMicrosoft AzureBusiness Rule Management SystemsConstructionDatabasesContinuous IntegrationCustomer SatisfactionSalesPython (Programming Language)PostgreSQLMongoDBNatural Language ProcessingNode.JsOpenCVPricing StrategiesTelemetryRedisNext.jsSystems IntegrationTestabilityTypeScriptSoftware VersioningWorkflowsStakeholder CommunicationsReactJSLarge Language ModelsMulti-Agent SystemsConsumer ProductCachingData ProtectionBackendKubernetesGraphqlGDPRFront End Software DevelopmentApi DesignSafety PrinciplesTerraformDocker

Description

Duration: 3-12 months
Location: Remote
Availability: Part-time/Full-time (flexible)
Language: English
Start: ASAP

Project/Client Summary:
The client is a sales aggregator platform and marketplace for swimming-pool construction, acting as the intermediary between homeowners/commercial clients and vetted pool-building companies.
The project is an AI platform relaunch in progress; goal is to modernize lead capture, qualification, quoting, and partner routing.

Responsibilities:
  1. Design and implement a multi-agent LLM system connected to databases and document stores; enforce guardrails, observability, and rollback strategies suitable for a consumer-ready product.
  2. Build a client-facing intake flow (B2C) to capture specs (measurements, design choices, site photos), validate inputs, and minimize friction across web/mobile touchpoints.
  3. Implement pricing/quote logic and auto-generate non-binding contracts and offers from business rules, materials, and labor rates; maintain versioning and audit logs.
  4. Produce rough 3D pool previews from specs/site images using CV/3D pipelines or external renderers; deliver fast, low-latency visual feedback to end users.
  5. Establish CI/CD, access control, data privacy (PII handling, GDPR-minded), and real-time monitoring; define SLOs for latency, reliability, and content safety.
  6. Run A/B tests and quality evaluations (automated + human-in-the-loop) to improve conversion, routing accuracy, and customer satisfaction.

Profile:
  1. Proven delivery of production LLM/agent workflows with strong data integrations, safety guardrails, and consumer-grade reliability.
  2. Strong backend skills for pricing/quote engines, contract/document generation, and secure API design; confident in frontend integration for smooth B2C experiences.
  3. Hands-on exposure to computer vision and basic 3D rendering workflows or integrations (e.g., bridging to external engines/pipelines).
  4. Experience designing for low-latency, high-uptime consumer products (rate limiting, caching, telemetry, feature flags).
  5. Excellent stakeholder communication; ability to translate business rules into testable, maintainable system logic and KPIs.

Technical Skills:
Python; Node.js; TypeScript; React; Next.js; PostgreSQL; MongoDB; Redis; Docker; Kubernetes; AWS; GCP; MS Azure; Terraform; Computer Vision; OpenCV; Natural Language Processing (NLP); Unity 3D; GraphQL

Application form