Platform Engineer · Five-Whys · Rennes, France

I build the platform
under production AI agents.

I build the cloud infrastructure, data pipelines and test harnesses that let AI agents ship safely. Forward Deployed Platform Engineer at Five-Whys, and a Data Science Master's student at Université de Rennes.

See the work Get in touch
release-gate
personaCamille · FR · booking
scores
  • Correct path···
  • Goal reached···
  • Reply quality···
  • Guardrails···
  • Safety···
simulating conversation

A simplified, illustrative replay of the release gate I build: every conversation scored before an agent ships.

Now · Five-Whys

Forward Deployed Platform Engineer, Cloud & Agentic AI.

I architected the cloud for a fully autonomous AI customer-engagement agent and own enterprise integrations for multiple business partners. Here's what that covers.

The path here

Cloud, DevOps and AI research, 2022 to now.

  1. Sep 2025 – Present
    Five-Whys
    Forward Deployed Platform Engineer, Cloud & Agentic AI

    Architected the cloud for a fully autonomous AI customer-engagement agent and owned enterprise integrations for multiple business partners.

  2. Sep 2025 – Feb 2026
    Mindtech AI
    Cloud Infra & DevOps Engineer, part time

    Environment-based CI/CD for 3 consumer products while meeting all SLAs. Managed AWS EC2, DigitalOcean Droplets and Contabo bare-metal servers, and administered the Ubuntu Server fleet.

  3. Dec 2024 – Aug 2025
    Freelance
    Research Assistant, DevOps & Cloud Engineer

    Deployed an AI crop-disease prevention system on Azure with autoscaling. Research on protecting smart grids against adversarial attacks for IEEE Access.

  4. Dec 2024 – Mar 2025
    Insight Technologies
    DevOps & Cloud Engineer, intern

    300% less operational toil through automation. CircleCI pipelines with Jira, a Grafana/Loki golden-signals stack, Terraform test environments.

  5. Oct 2024 – Feb 2025
    Traversaal.ai
    Urdu Annotator

    Annotation guidelines for UrduLama, a Meta-sponsored open-source model.

  6. Sep 2024 – Nov 2024
    Systems Limited
    Cloud Support Engineer, intern

    Multi-tier architectures with Azure ARM templates and Azure Functions workflows.

  7. Apr 2024 – Oct 2024
    Server4Sale
    Research Analyst, intern

    A document translator on Azure Translator that preserves tables and headers.

  8. Aug 2022 – Jan 2025
    Secured IoT Devices Lab, NCCS UET Peshawar
    Undergraduate AI Researcher · Python (Odoo) intern

    Hostel and mess management in Odoo on Azure VMs. BERT, YOLOv5 and SVM research models.

Side projects

Built on my own time. Swipe through.

01
BillHisab
Utility bills, before they arrive

A free calculator suite for Pakistani households: NEPRA slab tariffs for every distribution company including K-Electric, SNGPL and SSGC gas bills, and solar payback with 25-year projections. Runs entirely in the browser, so no data leaves the device. Estimates are shared as links.

0
backend servers
25 yr
solar projection
Static webURL-encoded stateVisit
02
SchoolSys
A school platform, 100× faster

Modernised a Laravel 7 school system to Laravel 12 / PHP 8.4 on Docker Compose, with admin, teacher, student and parent portals. Removed N+1 queries, indexed 63 foreign keys, and closed authorization and privacy gaps.

48 ms
was 5.6 s
100 KB
HTML, was 5.1 MB
Laravel 12FrankenPHPPostgreSQL 16Redis
03
Shizuka
Productivity, without the noise

A deliberately simple, AI-free productivity tracker.

TypeScript
04
Salat Streak Keeper
Five prayers, one streak

A habit tracker that logs the 5 daily prayers and keeps current and best streaks. Built in Firebase Studio.

Next.jsFirebase

Research

Four papers in NLP and computer vision.

Two years as an undergraduate AI researcher at the Secured IoT Devices Lab, NCCS UET Peshawar, plus research on protecting smart grids against adversarial attacks for IEEE Access.

  1. 01Nov 2024

    Corpus of Human Labelled Indirect Harassment

    10,700 entries labelled for indirect and double-meaning language, with a BERT detector.

    19th International Conference on Emerging Technologies

  2. 02Jun 2024

    Mint and Surrounding Weeds Detection Using Artificial Intelligence

    YOLOv5, over 85% accuracy.

    2nd International Conference on Computing Technologies, Tools and Applications

  3. 03Apr 2024

    Comparative Study on Harassment Stance Detection Using Social Media Texts Through Deep Learning Methods

    Deep learning methods compared for harassment stance.

    International Conference on Innovations in Computing Technologies and Information Sciences

  4. 04May 2023

    Disease Classification of Tomato Plant Leaves Using Image Processing and Machine Learning Techniques

    HOG features and an SVM, 92% accuracy.

    1st International Conference on Computing Technologies, Tools and Applications

Leadership & community

Building communities at UET Peshawar, 2022 to 2025.

Also
  • General Secretary
    DCSE Alumni Association
    Feb 2025 – Dec 2025
  • Alpha Microsoft Learn Student Ambassador
    Microsoft
    2023 – 2024
  • Climate Action SDG Ambassador
    UET Peshawar
    Mar 2023 – Sep 2024

Toolkit

What I reach for. Now learning Kubernetes and Scaleway.

Cloud
  • AWS
  • Azure
  • GCP
  • Oracle Cloud
  • DigitalOcean
  • Scaleway
  • Contabo
  • Bare metal, cloud-agnostic
Infrastructure
  • AWS CDK
  • CloudFormation
  • Terraform
  • ARM
  • Docker
  • GitHub Actions
  • CircleCI
  • Linux / Ubuntu Server
AI evaluation
  • LLM-as-judge
  • Simulated users
  • Guardrails
  • Release gates
  • Hugging Face
  • BERT
  • YOLOv5
Observability
  • Grafana
  • Prometheus
  • Loki
  • Promtail
  • CloudWatch
  • Azure Monitor
Data
  • PostgreSQL
  • Neo4j
  • DynamoDB
  • ETL
  • GDPR / HIPAA
Languages
  • Python
  • Go
  • C++
  • Bash
  • MATLAB
  • Assembly
  • VHDL
  • Java
Other platforms
  • Railway
  • Render
  • Hostinger
  • Spaceship
  • Namecheap
  • Name.com
  • .tech domains
Education
  • Master's in Data Science
    MIAGE · EIT Digital Master School · Université de Rennes
    In progress
  • BSc Computer Systems Engineering
    UET Peshawar
    CGPA 3.71 / 4.0
Certifications
  • Microsoft Azure Fundamentals
  • Machine Learning Workshop (3 days)

Contact

Let's build
something reliable.

Open to platform, cloud and AI-infrastructure roles and collaborations. Based in Rennes, France.

[email protected]
LinkedIn GitHub