Production AI Systems Engineer
Your AI systems should be making you money — not costing you sleep. I build AI-powered products, automate costly workflows, and cut your infrastructure spend. From fixing what's broken to building what's next.
Chakra AI
Production AI Systems Engineer
Services
Every engagement is outcome-driven: diagnose the problem, design the solution, build it right, measure the impact.
I build production-grade from day one — custom web platforms, mobile apps, dashboards, and payment systems. No throwaway prototypes. Your first deploy is your real product.
Your product earning money while competitors are still wireframing
Your vibe-coded MVP has slow loads, security holes, and crashes under traffic. I diagnose the root cause — not the symptom — and ship production fixes fast.
Critical issues diagnosed and resolved — permanently, not patched
Cut support costs and hand your team their week back. AI assistants, smart search, and document processing — every integration tied to a measurable business outcome.
Cost savings and new revenue you can point to — measured against a baseline set on day one
Multi-model orchestration, intelligent routing, cost optimization, and monitoring. Your AI capabilities grow while your spend stays predictable.
Premium models only where they matter — everything else routed to save money
Invoice processing, email triage, scheduling, data entry — the tasks eating your team alive, automated end-to-end with AI-powered workflows.
What took a full day now runs in minutes — automatically, 24/7
How I Work
Every engagement follows the same proven process: understand your business, design the right solution, build it iteratively, and launch with confidence.
Case Studies
Every project solves a real business problem. These aren't demos — they're live systems handling real users and real data.
AI Games Academy
Rescued a failing kids' coding-academy site from Lighthouse 32 to 98, then upgraded it with AI features that match every child to the right game-building course.
MailForge
Self-hosted email infrastructure with zero per-send SaaS fees — AI-powered reply classification, subject optimization, and automated warmup.
RouteIQ
Multi-model LLM routing proxy with auto-failover and AI cost optimization — premium models only where they matter, zero downtime when providers fail.
ClientPulse
AI-powered practice management with churn prediction — flags at-risk clients 3-4 weeks before they leave.
DeepLens
One query searches 40 sources simultaneously — SEC filings, court records, patents, academic papers — with AI synthesis in seconds.
MindVault
68K+ documents indexed with semantic embeddings and an interactive knowledge graph — conversational AI search across your entire history.
ClipHunter
AI finds the viral moments in long-form video and renders platform-ready clips for TikTok, Shorts, and Reels in seconds.
Warden
AI-powered executive command center — consolidates calendar, email, meetings, and focus time into one intelligent dashboard with daily briefings.
Production Readiness Consultation
A fixed-scope deep audit, $2K–$5K depending on your app's size and scope. I map every risk in your AI-built app — security holes, performance killers, missing tests, cost leaks — ranked by severity, with a fixed-price plan to fix it. If you move forward, the fee credits toward the fix. Worst case, you get the clearest map of your system anyone has ever given you.
Senior-engineer eyes on every line — the same discipline that runs my own production systems
Business Impact
Every system I build is tied to a measurable business outcome. Here's what becomes possible.
Lighthouse Rescue
A failing AI-built EdTech platform rebuilt to production grade — load time cut from 8.2s to 1.1s
Critical Vulnerabilities
Every security hole in a production rescue found and permanently fixed — test coverage from 0% to 87%
Idea → Revenue
From first call to your product earning money
AI Never Sleeps
Your automated systems work nights, weekends, and holidays — no overtime pay
Uptime
Sustained across 40+ production services with 3-second automated failure recovery
Knowledge Transfer
Full documentation and team training — your team runs it when I'm done
Why Work With Me
It's not just about the technology. It's about predictable delivery, senior-level engineering, and outcomes you can build a business on.
You get a price before I start. Weekly demos so you see real progress. No scope creep invoices, no surprise bills.
AI accelerates every phase — from architecture design to code generation to testing. The result: faster delivery with production-grade quality at every layer.
Code, documentation, architecture decisions, runbooks. When I'm done, your team runs it independently.
Tests, monitoring, CI/CD, and error tracking from the first commit. Not bolted on after launch when things break.
Every AI feature is tied to measurable ROI — cost reduction, revenue growth, or time saved. If it doesn't move a number, it doesn't ship.
Not a pitch deck shop. Not a design agency dabbling in AI. Engineering-first — every system on this site is running in production right now.
Powered by Next.js, TypeScript, Rust, PostgreSQL & Claude — the same stack I use for clients
Whether you need to automate costly workflows, build an AI-powered product, or cut your infrastructure spend — let's talk about what's possible.