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sitraka.lu

~/workconsulting · Luxembourg & the Greater Region

Make your systems observable — and keep your data in Europe.

I'm Sitraka Forler, a systems architect in Luxembourg City. I help financial-sector and scale-up teams see what their infrastructure is really doing — fewer blind spots, quieter on-call, telemetry that never leaves the EU. Co-founder of LuxAIOps.

Book a 30-min intro callNo pitch. We scope the problem and see if I'm the right fit.

Three ways to work together

fixed scope · clear price
5-day fixed engagement

Observability Audit

€5,900fixed, all in

I map your stack end-to-end, find the blind spots and noisy alerts, and hand you a prioritized reliability roadmap you can act on — with or without me.

  • Full review of metrics, logs, traces & on-call
  • Prioritized roadmap + quick wins
  • Fixed scope, fixed price — no surprises
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monthly · a few days

Fractional Observability Lead

On requestfrom €1,200/day

Embedded with your team a few days a month to level up observability and reliability — instrumentation, SLOs, on-call, and the culture around them.

  • SLOs, dashboards & alerting people actually trust
  • On-call that doesn't burn the team out
  • Senior firepower without a full-time hire
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1 day · on-site or remote

Team Workshop

€1,5001 day

A hands-on day that gets your engineers fluent in modern observability and AIOps — from first principles to your own stack.

  • Metrics, logs, traces & AIOps, hands-on
  • Tailored to your tools and pain points
  • Delivered in English or French
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How it starts

  1. 1 · Intro call

    A 30-minute call to understand your systems and what hurts. Free, no pitch.

  2. 2 · Scope

    I write a short proposal — clear scope, deliverables and price. You decide.

  3. 3 · Ship

    We start. You get something useful in weeks, not quarters.

Why me

  • Co-founder of LuxAIOps — EU-hosted, AI-augmented observability.
  • Technical mentor at Nexus Luxembourg 2026.
  • At home in the LHOFT financial-technology ecosystem.
  • Systems architect · École Centrale Marseille · based in Luxembourg City.

Track record

~/experience

  1. 2025 — today

    Systems Architect & AIOps · POST Luxembourg

    Observability architecture across Splunk, Zabbix, Grafana, Prometheus & ELK; CMDB service modeling; automated incident response; ML-driven anomaly detection.

  2. 2023 — today

    Visiting Professor & Lecturer · IAE Metz · Centrale Méditerranée · AMSE

    Teaching Data Science for Finance, Machine Learning, Deep Learning and Transformers.

  3. 2023 — 2025

    Senior Data Scientist · REVEALS SA

    LLMs from POC to production; data engineering and architecture for finance departments.

  4. 2022 — 2023

    Consultant, Data & Digital Transformation · Square Management

    Avaloq core-banking automation; AWS/Airflow data warehouses; regulatory reporting (AIFM, FGDL, IFRS 9).

  5. 2021 — 2022

    Data Scientist / Web Analyst · VirtualExpo Group

    NLP on product catalogues; predictive models and traffic KPI dashboards.

  6. 2020

    Industrial Engineer — Data Analyst · STMicroelectronics

    Real-time production dashboards (TIBCO Spotfire, R, .NET); automated KPI reporting; predictive-maintenance models in Python & SQL to forecast tool breakdowns.

A few questions

Do you work remotely?
Yes — remote across Europe, and on-site in Luxembourg and the Greater Region.
Which sectors?
Mostly financial services, fintech and scale-ups — anywhere reliability and data sovereignty matter.
English or French?
Both. Calls, workshops and docs in either language.

Articles & essays

I write about European digital sovereignty, AI in finance and observability for Luxembourg's financial sector. A few selected pieces.

Something on your mind?

The intro call is free and there's no pitch. Worst case, you get a second opinion on your systems.

Book a 30-min intro callorMessage me on LinkedIn

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