Build software that stays ahead of demand
We make your dreams come true with AI.
We take away all the friction and uncertainty of getting started on your own and guide you toward success in supported conversations or optional 1:1 sessions.
I help engineering teams ship fast, secure systems with AI-assisted workflows and CI/CD that stays green. I work with technical leaders who need someone to build with them, not talk at them. What used to take weeks is now ready in an hour.
Free 15-minute assessment
Tell me what you're stuck on. I'll reply with a concrete next step — and we can book a quick call.
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Product
UltraWork: vibe coding as a service
A hosted AI coding environment built for safety, smart routing, and one flat monthly price. No token math. No surprise bills.
- $399/month flat rate
- Curated model lineup
- Cancel anytime
"Sure. Here is a minimal example using `csv` and `serde`..."
New on the site
Resources for builders
Fresh guides, infrastructure, and practical AI workflows you can use this week.
Vibe Coding Academy
A structured program where students ship production-quality apps across web, games, BI, computer vision, robotics, digital twins, and more.
Managed Neocloud GPUs
Fully managed GPU infrastructure from premium neocloud providers. We handle provisioning, tuning, and uptime so your team focuses on models.
RedCells
Secure, isolated agent sandboxes for sensitive workflows. Test, contain, and audit AI actions before they touch production.
Signals
Real-time threat intelligence and OSINT dashboard for human and AI agent teams. Detect, verify, and respond from one shared surface.
Business AI Use Cases: July 2026
File conversion, RFP templating, lead-to-BI, meeting notes, contract review, and a copy-paste prompt to find your next AI workflow.
AI Dependency Map
A living map of model providers, inference runtimes, data pipelines, and evaluation tooling so you can choose stack components without regret.
How it works
Three steps to shipping faster
No procurement theater. No six-month discovery. Just clear scoping, focused execution, and code you can actually use.
Scope in one call
Tell me what you are building, where you are stuck, and what success looks like. I will reply within one business day with a clear plan.
Ship every week
Work happens in focused weekly blocks with async Slack access, live code review, and transparent progress. You get shipped code, not slide decks.
Own the result
Everything is documented, tested, and handed off so your team can run it. Keep me around on retainer, or take it from there.
Engineering stack
Pricing
Pay for delivery, not overhead
No hourly surprises. No scope creep. Just senior engineering focused on shipping, whether you need a steady embedded hand or a one-off deep dive.
Monthly retainer
Me embedded in your team for steady, prioritized work. Cancel anytime.
$1,999/month
- Up to 10 hours of focused senior engineering
- Async Slack/Discord access
- Architecture and code review
- Priority scheduling
Live coding session
Live 1:1 pairing when you need an experienced pair of eyes.
$199/hour
- 1:1 pairing with a senior engineer
- Software, DevOps, and cloud help
- Ship the project you are stuck on
Open Superintelligence Stack
The exclusive vibe coder superpack — a layered intelligence ecosystem for multi-agent engineering on the command line or desktop.
$199/month
- Layered multi-agent workflows
- Curated tooling and prompts
- Safe, intentional coding harness
- CLI and desktop runtime
Private Community
A small Discord space for people learning AI-native engineering alongside each other.
$4.99/month
- Private #general-community channel
- Weekly vibe-coding topics
- Networking with senior practitioners
- Cancel anytime
Hourly Vibe Coding Rate
You define the deliverables. I ship working code, docs, and runbooks.
$199/hour
- No minimum commitment
- Performance, security, or AI audits
- Stripe invoice
AI readiness assessment
A focused 1–2 week evaluation of where AI can actually move the needle in your stack, with a concrete roadmap and quick wins.
$2,499 fixed
- Stakeholder interviews & workflow audit
- Prioritized AI opportunity map
- Implementation-ready recommendations
Expertise
Where I can help
Rust systems
Memory-safe systems with zero-cost abstractions. CLI tools, services, and everything in between.
AI & LLM infrastructure
Agents, routers, RAG pipelines, multi-modal AI, and reinforcement learning systems.
DevOps & CI/CD
Pipelines with Dagger, GitOps, and Kubernetes that are fast, reproducible, and actually maintainable.
NVIDIA & GPU computing
CUDA, DGX Spark, unified memory planning, and distributed training.
Distributed systems
Training orchestration, consensus systems, and fault-tolerant services.
Enterprise security
Linux hardening, open-source security practices, zero-trust networking, and minimal attack-surface architecture.
WebAssembly
Rust-to-WASM builds, browser-native tooling, and high-performance frontends.
Platform engineering
Internal developer platforms, golden paths, and self-service infrastructure that let teams ship without waiting on ops.
Data & BI systems
ETL pipelines, real-time analytics, and AI-ready data lakes that turn scattered sources into decisions.
Capabilities
Performance · Security · AI
Three things I do not compromise on when building software that has to hold up.
High performance
Rust-first code, zero-allocation hot paths, CUDA kernels, and CI/CD that finishes in minutes. Every cycle and every deploy counts.
Security-first architecture
Memory safety by default, minimal attack surface, zero-trust networking, Linux hardening, and open-source security practices across the stack.
Advanced AI systems
AI-assisted workflows, custom agents, model routers, multi-modal pipelines, and LLM infrastructure that scales from prototype to production.
VCA Inference Cache
High-performance key-value cache for LLM inference. Built for throughput, low latency, and production reliability.
Outcome: sub-millisecond retrieval architecture
Apollo Mission Simulator
3D Apollo command module with real yaAGC guidance computer and Keplerian orbital mechanics.
Outcome: browser-native 3D simulation at 60 FPS
Merlin LLM Router
Multi-provider LLM router with sub-millisecond reinforcement learning-based model selection.
Outcome: 40% cost reduction on model routing
Enterprise AI Atlas
Vendor-neutral catalog of canonical resources for enterprise AI: agentic skills, MCP servers, RAG, vector DBs, and NVIDIA/Oracle integrations.
Outcome: 16 curated repos used by engineers and agents
DGX Spark Memory Planner
Unified memory budgeting and quantization advisor for NVIDIA DGX Spark.
Outcome: private release; details on request
Ready to ship?
I work with teams that need speed and quality to matter at the same time. Tell me what you are building; I reply within one business day.
[email protected]