Engineering for
Complexity at Scale
From scanning the entire internet to rescuing infrastructure after ransomware — I build systems that survive real-world chaos.
Algol Labs is a high-performance engineering studio specializing in platform engineering, AI systems, and security hardening. I solve the problems that keep CTOs up at night — done right, the first time.
I don't staff-augment. I execute, document, and hand over.
// Proven at Scale
I bring 20+ years of Principal Engineering experience, having built and optimized systems for industry leaders.
| Client | Challenge | Result |
|---|---|---|
| Goldman Sachs | Migrate critical ML workloads to proprietary infrastructure | Seamless DataBricks → GS platform transition |
| Recursion Pharmaceuticals | Kubernetes integration for NVIDIA DGX SuperPODs | Containerized GPU workloads on BioHive-1 (Top 500 Supercomputer) |
| FlashAcademy | Ransomware incident, decade of technical debt | 6-month rescue → modern EKS platform, 70-80% cost reduction |
| HousingAnywhere | Cloud costs spiraling post-growth | 45% cost reduction via architectural optimization |
| Nightcrawler | Map the internet for security research | Scanned 4.3 Billion IPv4 addresses, 7 times |
Goldman Sachs
Migrate critical ML workloads to proprietary infrastructure
Seamless DataBricks → GS platform transition
Recursion Pharmaceuticals
Kubernetes integration for NVIDIA DGX SuperPODs
Containerized GPU workloads on BioHive-1 (Top 500 Supercomputer)
FlashAcademy
Ransomware incident, decade of technical debt
6-month rescue → modern EKS platform, 70-80% cost reduction
HousingAnywhere
Cloud costs spiraling post-growth
45% cost reduction via architectural optimization
Nightcrawler
Map the internet for security research
Scanned 4.3 Billion IPv4 addresses, 7 times
Experience Includes
// What I Do
Platform Engineering
I build self-healing, cost-efficient Kubernetes platforms. My reference architecture (Algol Core: Hetzner + K3s + Cilium) delivers enterprise resilience at startup costs.
AI Systems Architecture
I move AI from "Jupyter Notebook" to "Production API." From RAG pipelines to Multi-Agent Orchestrators, I build the systems that run the models.
Technical Resilience
I solve the "too hard" basket. Massive data migrations, legacy system strangulation, and security hardening for regulated environments.
// Case Studies
See my work in detail.
FlashAcademy: From Ransomware to Modern Platform
After a security breach and a failed partner engagement, I rebuilt their entire infrastructure in 6 months. Consolidated 4 compute platforms into one. 70-80% cost savings.
Read Case Study →FlashAcademy DevEnv: 7-Day Migration
Transformed a fragile Docker Compose setup into Kubernetes-native local development. Onboarding dropped from days to 30 minutes.
Read Case Study →Nightcrawler: Internet-Scale Engineering
Built a platform that scanned 4.3 billion IP addresses — the entire IPv4 internet — seven times. From first exploit at 14 to mapping the global attack surface.
Read Case Study →The Algol Approach
Infrastructure as Code
Everything is defined, reproducible, and auditable.
Security First
Zero-Trust networking and automated compliance baked in.
Cost Aware
I engineer for efficiency, not just uptime.
Let's Talk
Tell me about your challenge — I respond within 24 hours.
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