Do you work remotely?

Yes, remote across Europe, and on-site in Luxembourg and the Greater Region.

Mostly financial services, fintech and scale-ups, anywhere reliability and data sovereignty matter.

Both. Calls, workshops and docs in either language.

~/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 · Intro call
A 30-minute call to understand your systems and what hurts. Free, no pitch.
2 · Scope
I write a short proposal: clear scope, deliverables and price. You decide.
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

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.
2023–today
Visiting Professor & Lecturer · IAE Metz · Centrale Méditerranée · AMSE
Teaching Data Science for Finance, Machine Learning, Deep Learning and Transformers.
2023–2025
Senior Data Scientist · REVEALS SA
LLMs from POC to production; data engineering and architecture for finance departments.
2022–2023
Consultant, Data & Digital Transformation · Square Management
Avaloq core-banking automation; AWS/Airflow data warehouses; regulatory reporting (AIFM, FGDL, IFRS 9).
2021–2022
Data Scientist / Web Analyst · VirtualExpo Group
NLP on product catalogues; predictive models and traffic KPI dashboards.
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.

European digital sovereignty: why Luxembourg cannot do without itAGEFI Luxembourg, November 2025
The end of the euphoria, the start of the debt? AI against balance sheets and regulatorsAGEFI Luxembourg, July 2026
Digital sovereignty and artificial intelligence: two analyses in AGEFI LuxembourgCommunauté des Français du Luxembourg, December 2025
What AI really asks of company leaders: data governance, organisation, executionCommunauté des Français du Luxembourg, June 2026
Beyond RAG: the road to production-ready agentic AIMedium
Eliza, the first chatbot (1964), and a lesson beyond the hypeMedium
AIX by IBM: still relevant in 2025? Enterprise-grade UNIX in practiceMedium

Speaking & research

Beyond client work, where the thinking gets tested.

Voxxed Days Luxembourg 2025: speakerDeveloper conference, Luxembourg
Productivity Gaps in the Developing World: An International ComparisonG. Dufrénot, S. Forler, H. Mahaman, K. Sugimoto, in Topical Issues in International Development and Economics (2023)

Google Scholar profile Writing on Medium

Recognition

A little outside validation.

Favikon

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·Talks and demos on YouTube

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