Hero Background
Services

High-Impact Engineering for
Critical Challenges

I operate as a Principal Engineer and Architect, embedding with your organization to solve specific, high-value technical problems. I don't just "staff augment" — I execute, document, and hand over.

01

Infrastructure & Platform Engineering

Stop fighting your servers and start shipping features.

I deploy my battle-tested Algol Core stack or optimize your existing cloud footprint.

Kubernetes
GitOps
AWS
GCP
HPC

Kubernetes & GitOps

Full cluster design (AWS EKS, GKE, or Bare Metal) with ArgoCD/Flux.

Case Study:Built FlashAcademy's production EKS platform with Karpenter auto-scaling and Pod Identity.

High-Performance Computing (HPC)

Orchestrating GPU-intensive workloads.

Case Study:Architected Kubernetes integration for NVIDIA DGX A100 SuperPODs at Recursion, enabling containerized GPU workloads on BioHive-1.

Local Development Environments

Transform developer velocity.

Case Study:Reduced FlashAcademy dev setup from hours to minutes — complete K8s migration in 7 days.

Cost Optimization

Deep analysis of cloud spend.

Case Study:70% cost reduction for FlashAcademy.
02

AI & Data Systems

Bridge the gap between Data Science and DevOps.

Production-ready AI infrastructure that scales.

RAG
Agentic AI
LLM
Vector DB
Traditional ML
ML Ops

RAG Pipeline Architecture

Design and build scalable knowledge retrieval systems (Vector DBs, Embedding pipelines).

Agent Orchestration

Build resilient, multi-model AI agent systems with observability and error handling.

ML Ops

Reproducible training and deployment pipelines for machine learning models.

03

Security & Resilience

Enterprise-grade security for growing companies.

Hardened infrastructure without the enterprise overhead.

Zero-Trust
Compliance
Migration

Infrastructure Hardening

Implementation of Zero-Trust networking (Cilium/eBPF) and strict IAM policies.

Compliance Automation

Automated certificate management, audit logging, and vulnerability scanning.

Legacy Migration

Safe strategies for moving monolithic applications to modern microservices.

Engagement Models

ModelBest ForDurationInvestment
The "Fixer"
Specific critical pain point (Cost, Stability, Migration)2-6 Weeks€15K - €50K
Fractional CTO
Early-stage technical strategy and team leadership with Hands-On Execution3-12 Months€10K - €20K/month
Platform Build
Deploying "Algol Core" to bootstrap your infrastructureProject Based€40K - €120K

These are typical ranges. Every engagement is scoped based on your specific needs.

How I Work

1

Phase 1

Discovery

Free

You email me. I respond within 24 hours. We have a conversation about your challenge.

2

Phase 2

Proposal

48 hours

You receive a clear proposal: scope, approach, timeline, investment.

3

Phase 3

Execution

TBD

I embed with your team. Weekly check-ins. Transparent progress.

4

Phase 4

Handover

TBD

Comprehensive documentation. Knowledge transfer. Your team can run it.

Let's Talk

Tell me about your challenge — I respond within 24 hours.

Prefer a call?

Book 30 Minutes →