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Valentin KaoVK

Valentin Kao

AWS Cloud Architect | AI Products in Production

€750/day
Toulouse, FR
8-15 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Valentin

Is your AI product stuck in the POC phase? Is your AWS bill skyrocketing?
Does your backend struggle to handle the load? Are you looking for a technical lead who can deliver, not just advise?

As an AWS Cloud Architect and AI Engineer, I build products that run in production with real users and real budget constraints.

10 years of international experience (France, Taiwan, China, Switzerland).


🔧 WHAT I DO

▸ AWS Cloud & Backend Architecture
Scalable serverless architectures (Lambda, ECS, DynamoDB, IoT Core).
Infrastructure audits. Cost reduction. IaC (Terraform, CDK, SAM).

▸ AI Products: From Prototype to Production
AI agents, real-time voice assistants, data extraction, RAG.
5 AI products delivered to production in 18 months.

▸ Technical Lead & DevOps
Team management (up to 7 engineers). CI/CD, E2E testing,
real-time monitoring. ISO 27001 certification.

▸ Large-Scale IoT Platform
Multi-cloud architecture for millions of connected devices.
Co-invented IoT patent. AWS IoT Core, MQTT, Sigfox.

📊 CLIENT RESULTS

→ Cagn'Up (Garance Mutuelle): fintech backend, 1,000+ users/day
→ UnaConnect: from 0 to 1.8M connected devices, 500+ req/s, in production 4+ years
→ Infodeck: -60% AWS bill, -70% release time
→ Truecast: autonomous AI interview platform + "Whisperer" assistant
→ Rhapsody Run: real-time AI voice coaching (LiveKit + OpenAI + ElevenLabs)
→ DealBreaker: AI-powered financial data extraction (Google Gemini)


🏆 Valedictorian EPITECH 2019 · Tsinghua (Beijing) · AWS Certified Solutions Architect
🌍 Native French · Fluent English · Intermediate Mandarin

💬 Have a project? Send me a message, I'll respond within 24 hours.
  • French

    Native or bilingual

  • English

    Fluent

  • Chinese

    Conversational

Remote only
Primarily works remotely

Experience

  • Germen
    Senior Fullstack Software Engineer
    BANKING AND INSURANCE
    August 2024 - Today (1 year and 10 months)
    Paris, France
    Client Context
    Mission for Germen, the technical subsidiary of Garance, a French mutual insurance group managing over €4 billion in assets. The objective: develop several digital products - a consumer fintech app, an InsurTech platform, and an AI-automated compliance tool.

    MISSION COMPLETED

    Cagn'Up Project (gift card mobile app)
    - NestJS backend design and development
    - Integration of PayPlug (payments), Ogloba API, Strapi Cloud CMS
    - Terraform/Terragrunt infrastructure on AWS (ECS, RDS/PostgreSQL, DynamoDB)
    - Implementation of observability pipelines to Splunk (SAM CLI, CloudWatch)

    Petit Collectif Project (InsurTech platform)
    - Development of new features in a serverless architecture
    (AWS Lambda, RDS, EventBridge, SQS)
    - Support for Spark data pipelines (AWS Glue, Athena)

    DealBreaker Project (AI compliance tool)
    - FastAPI backend development
    - Automated extraction of financial data for regulatory compliance

    EXPERTISE AND TOOLS USED

    NestJS, FastAPI, Python, TypeScript, AWS ECS, Lambda, RDS, DynamoDB,
    EventBridge, SQS, Glue, Athena, Terraform, Terragrunt, Splunk,
    Google Gemini, PayPlug, Strapi

    RESULTS OBTAINED

    → Cagn'Up app in production with 1,000+ daily users
    → Client relationship grew from 1 initial project to 3 projects over 2 years
    → DealBreaker tool operational for compliance automation
    NestJs FastAPI AWS ECS AWS Lambda Terraform
  • valentinkao.com
    AWS Cloud Architect & AI Engineer
    TECH
    January 2024 - Today (2 years and 4 months)
    Paris, France
    Client Context
    Since January 2024, I've been freelancing with startups and tech companies (France, Taiwan, Remote) on AWS cloud architecture, AI product development, and IoT infrastructure optimization missions.

    Mission Completed
    Truecast (HR Tech) — Autonomous AI Interviews
    Full-stack development of a 30-minute AI interview platform (Python, Next.js, LiveKit)
    Creation of "Whisperer", a real-time assistant for recruiters on Teams/Google Meet

    Rhapsody (SaaS) — Real-time AI Voice Coaching
    Development of an AI web app (NestJS, OpenAI, ElevenLabs)
    Migration to a LiveKit agent architecture on AWS ECS

    Delta Vox (Industry) — IoT Infrastructure
    Design of a scalable IoT ingestion system via AWS IoT Core
    Real-time telemetry data processing

    Infodeck (Smart Facilities) — Principal Engineer
    Led a team of 4 engineers, reporting to the CEO
    Optimization of an IoT SaaS platform (Node.js, Vue.js)
    ESG AI Chatbot (Amazon Bedrock), Data Warehouse (Athena, BigQuery, Looker)
    AWS cost audit and reduction, CI/CD and E2E testing

    Expertise and tools used
    AWS (ECS, Lambda, DynamoDB, IoT Core, SQS, S3, Athena, CDK), Python, NestJS, Next.js, TypeScript, Terraform, Docker, OpenAI, Bedrock, LiveKit, ElevenLabs, Stripe, GitHub Actions

    Results obtained
    Truecast: platform delivered in 2 months, 100% autonomous AI interviews
    Infodeck: -60% on AWS bill, -70% on release times
    Rhapsody: application in production with real-time voice interaction
    4 clients supported, 100% retention
    AWS Lambda AWS CDK TypeScript Amazon Bedrock ElevenLabs
  • UnaBiz
    Software Engineering Team Lead
    TELECOMMUNICATIONS
    March 2019 - October 2023 (4 years and 8 months)
    Taipei City, Taiwan
    CLIENT CONTEXT

    UnaBiz is an international IoT operator (Singapore/France/Taiwan)
    specializing in Sigfox/0G networks. The objective: design, build
    and scale UnaConnect, the company's cloud IoT platform,
    from scratch to millions of connected devices.

    MISSION COMPLETED

    Leadership & Management
    - Creation of the software engineering team as the first engineer
    - Recruitment, training, and management of 7 engineers
    (recruitment, onboarding, coaching, performance reviews, development plans)
    - Leading the ISO/IEC 27001 certification for the platform and the company

    Architecture & Development — UnaConnect
    - Design and development of the multi-cloud IoT platform (AWS + GCP)
    - Support for 2M+ IoT devices across multiple protocols, 500+ req/s
    - RESTful APIs (API Gateway) and GraphQL (AppSync) in Node.js
    - Cross-platform mobile applications (React Native, Expo):
    direct interaction with IoT devices via NFC and Bluetooth
    - Multilingual React web applications (TypeScript, Rush, i18next)
    - Private IoT server with Docker, Node.js, Express, HTTP2,
    RabbitMQ, MongoDB, Redis
    - Over-the-air firmware update system (Bluetooth + LTEM)

    DevOps & Quality
    - CI/CD with GitHub Actions (CloudFormation, automated tests)
    - Real-time monitoring with Splunk
    - Code review standards — 30% reduction in bugs

    EXPERTISE AND TOOLS USED

    AWS Lambda, DynamoDB, AppSync, API Gateway, SQS, SNS, S3,
    CloudFormation, Node.js, React, React Native, TypeScript,
    Docker, MongoDB, Redis, RabbitMQ, Splunk, GitHub Actions

    RESULTS OBTAINED

    → UnaConnect: from 0 to 1.8M connected devices, 500+ req/s
    → Serverless architecture in production for 4+ years without redesign
    → ISO 27001 certification obtained
    → Co-invented and filed IoT patent in Taiwan (No. I790542)
    → 30% reduction in bug rate through code review standards
    Node.js React.js React Native Amazon Web Services (AWS) IoT

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Education

  • Master's Degree and Bachelor's degree. Valedictorian
    EPITECH - European Institute of Technology
    Computer Sciences
  • Master's Degree
    Université de Haute-Alsace Mulhouse-Colmar
    Master II, Entrepreneuriat, Management de Projets

Certifications

  • AWS Certified Solutions Architect
    AWS
    2025

Skill set

Categories