Data Architecture
Lakehouse & Lake design, medallion (Bronze/Silver/Gold), data modeling, governance & cost-optimized cloud blueprints.
Available for freelance & full-time · Remote / EU
I architect data platforms & build the apps on top.
Data Architect & Engineer turning raw, messy data into governed Lakehouse platforms on Azure & Databricks — and shipping the full-stack web apps, dashboards and AI products that run on them.
0+years in data & code
0+pipelines & apps shipped
0+TB processed daily
0%pipeline reliability
01 — What I do
End-to-end, from raw bytes to product
I sit where data engineering, architecture and software meet — so a recruiter gets one person who can design the platform and build what runs on it.
Data Engineering
Batch & streaming pipelines, ELT/ETL, Spark & PySpark at scale, orchestration, CDC and rock-solid data quality.
Azure & Databricks
Databricks Lakehouse, Unity Catalog, Data Factory, Synapse, Event Hubs — built as IaC with Terraform & CI/CD.
Data Science & ML
Feature pipelines, model training & serving, forecasting, MLflow tracking and analytics that actually drive decisions.
Web Apps & Sites
Full-stack products with Next.js & Django — auth, payments, realtime, dashboards — fast, accessible and beautiful.
Freelance & Consulting
From audit to delivery: I scope, architect and ship — communicating clearly with stakeholders the whole way.
02 — Tech stack
The tools I reach for
Cloud & Platform
AzureDatabricksSynapseData FactoryEvent HubsUnity CatalogADLS Gen2SnowflakeAWS
Data Engineering
Apache SparkPySparkDelta LakedbtAirflowKafkaSpark StreamingGreat Expectations
Languages & DS
PythonSQLScalapandasscikit-learnPyTorchMLflowTypeScript
Web & DevOps
Next.jsReactDjangoFastAPIPostgresDockerTerraformGitHub ActionsPower BI
03 — How I think
A Lakehouse, flowing
A live medallion architecture: raw sources land in Bronze, get cleaned into Silver, curated into Gold, and served to BI, ML & products.
Ingest
Transform
Curate
Serve
04 — Selected work
Platforms & products I've shipped
Data Platform
2025
Enterprise Lakehouse on Azure
Designed a multi-zone Databricks Lakehouse with Unity Catalog governance, cutting reporting latency from hours to minutes.
-92%latency
12TB/ day
30+sources
Streaming
2024
Realtime Event Pipeline
Sub-second ingestion of clickstream events via Event Hubs → Spark Structured Streaming → Delta, powering live dashboards.
<1slatency
50kevents/s
99.9%uptime
Full-Stack App
2025
Fairwerk — Marketplace
A fair tradesperson marketplace: Django REST + Next.js, auth, payments and search — designed, built and deployed end-to-end.
E2Eownership
RESTAPI
Livedeployed
Data Science
2025
Forecasting & ML Service
Self-learning forecasting service with online training, MLflow tracking and a live decision dashboard.
24/7online
MLflowtracked
GPUaccelerated
Platform / AI
2026
NEXUS — Knowledge Platform
Network-knowledge platform with chat, 3D graph, mindmaps and AI search — Django, Channels & vector search.
3Dgraph
AIsearch
RTchat
Automation
2026
FLUXION — Workflow Engine
A self-hosted n8n-style DAG engine: visual node editor, 28 nodes, webhook & cron triggers — stdlib-only Python.
28nodes
DAGengine
0deps
05 — Journey
A short timeline
-
Now
Freelance Data & Cloud Architect
Designing Lakehouse platforms on Azure & Databricks and building the full-stack products on top for clients across the EU.
-
2024
Senior Data Engineer
Owned batch & streaming pipelines at scale, introduced the medallion model and cut compute cost with smart partitioning.
-
2022
Data Engineer / Full-Stack Dev
Built ELT pipelines and the web apps & dashboards that consumed them — learning to own the whole stack.
-
2020
Started in Data & Code
Fell in love with turning chaos into clean, queryable data — and never stopped shipping.
Focus & certifications
Azure Data Engineer · DP-203
Azure Solutions Architect · AZ-305
Databricks Data Engineer Pro
Azure Fundamentals · AZ-900
06 — Let's build
Got data to tame or a product to ship?
Tell me about your platform, pipeline or app. I reply within a day — and I love a good architecture problem.