Production AI Systems Engineer
Your AI systems should be making you money — not costing you sleep. I build AI products, automate costly workflows, and cut your infrastructure spend.
Chakra AI
Production AI Systems Engineer
What We Offer
Everything on this page — the design, the products, the live systems — is our own portfolio, built and run in production by us. Here's how we do the same for you.
Everything on this page — designed, built, and running in production by us. We ship complete websites and apps, not throwaway prototypes.
What you get
How it works
A care plan for what you've shipped: monitoring, health scans, fixes, and updates so your site stays fast, secure, and online.
What you get
How it works
Wire AI assistants and automation into the business you already run — grounded in real products, not slideware demos.
What you get
How it works
Proven by
Broken, slow, or insecure app? A 72-hour root-cause diagnosis, then a permanent fix at a price fixed before any work starts.
What you get
How it works
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 (one rebuild is mid-rollout to its client).
ClientPulse
AI-powered practice management that tracks ARR per client, scores health across four signal dimensions, and flags at-risk accounts before they churn — proven live with real portfolio data at portal.chakrakali.com.
TechDoctor
Point TechDoctor at any URL and it runs a real, multi-source health audit — security headers, TLS, page quality, accessibility — and returns a letter grade per module. When a source can't run, it says so honestly instead of faking a score.
DeepLens
DeepLens is one search box over 40+ intelligence sources — Hacker News, GitHub, Reddit, PubMed, patents, SEC EDGAR, FDA, NASA, and vector recall — behind a single gateway. Ask once, and it fans out to the right source and returns real, ranked results.
Warden Smart Calendar
Ark Booking serves a real availability calendar that already knows the rules: business days only, no weekends, no same-day or past bookings. One API call returns the bookable days of the current month with open-slot counts, ready to render a booking grid.
StudyMagic
A purpose-built AI study companion for technical CS curricula — serving UC Berkeley CS courses with FSRS-scheduled flashcards, chat-based AI tutoring, exam simulation, and knowledge-gap detection.
Workflow Master
A live API that runs 14 production AI business workflows. Send a product name and a stage; get back a ranked growth plan — specific ideas, approaches to avoid, and an execution order — as structured JSON, not a wall of chat text.
DocForge
The Ark Document Engine turns structured data into real files: templated PDFs rendered with Typst and genuine PowerPoint .pptx decks rendered in pure Rust — no headless browser, no third-party service. Verified: valid %PDF-1.7 and OOXML .pptx output over the live route.
htmlgenerator
Send a short markdown brief and the Ark Deck Generator returns a full animated HTML presentation — self-contained, published to its own shareable URL. Verified: a ~6-line brief produced a 244 KB deck with 147 sections, real CSS animations, and inline scripts.
codegames
AI Games Academy is a live catalog of 8 AI coding courses for kids — Minecraft, Roblox, chatbots — each with real curriculum data: sessions, age range, difficulty, and highlights. Search is genuine keyword matching, not a fake filter.
Isekai Engine
A live AI-powered isekai game engine: die in your world, reincarnate in another. The AI generates your world name, opening narrative, and player arc — then tracks every tick of time as the world keeps running.
Content Generator
Content Generator is the estate's content-creation engine: a multi-tenant, API-first platform that turns a plain-text prompt into on-brand content. Sign up, get an API key, and generate marketing copy or per-platform social variants — every unit metered against a tenant wallet, with overage billed through real Stripe meter events instead of a hard cutoff.
Muhurta Clock
A real-time Vedic clock that answers one question — 'is now a good time?' — by computing the live panchanga, the day's muhurtas, and the auspicious/inauspicious windows in the browser from your own location and clock. Built so the answer is correct in every timezone, even at the cost of a perfect performance score.
Capabilities
Live, interactive reference builds — a real working demo plus an embedded AI assistant that explains the architecture as you try it. Explore one, then ask it anything.
Capability Demo
An interactive checkout + subscription-billing demo: one-off charges, recurring plans, and refunds — with an embedded AI concierge that walks you through exactly how the flow would be built for your product.
Capability Demo
A retrieval-grounded chat agent that answers on-topic from your own knowledge, hands off cleanly, and stays on-brand. Try the live demo and ask it how it works — it explains the build as it goes.
Capability Demo
A newsletter signup + campaign demo built for deliverability — double opt-in, lifecycle sequences, and DMARC-aligned sending so mail lands in the inbox, not spam. The embedded chatbot covers the setup end to end.
Capability Demo
Render on-brand marketing videos, social clips, and explainers from code — no manual editing. A 45-style motion-graphics library built on Remotion, driven by a headless render pipeline. We wire the templates to your brand and data and generate video at scale for your business.
Product Suite
Beyond the case studies above, these are live products you can try right now. Open the walkthrough to watch a real screen-capture, or jump straight into the live demo.
Track reviews, brand mentions, competitors, pricing, and search rankings across the web — and act before they spread.
Multi-agent orchestration — coordinate AI agents against a real backend, live.
LLM-designed slide decks from structured data — part of the Document Engine.
Flagship Bundles
Every engagement maps to a real pain, and every bundle is proven by live products you can open right now. Pricing gets scoped on a short, free call — no guesswork up front.
Your MVP is 70% done and that last 30% has been “two weeks away” for months — every week it's stuck is a week not earning. I finish stalled builds: correctness enforced at the source, real data models, live systems instead of demos.
Proven by
Leads land on a thin page, or after hours, and nobody's there to answer or capture them — that's revenue walking out. A fast, well-designed site plus a grounded chatbot that answers on-brand and routes every visitor around the clock.
Proven by
Your product works, but it's dumb where it could be smart — and rebuilding from scratch is a non-starter. Add intelligence through real, production API surfaces you can bolt straight on.
Proven by
Content is a scramble of one-offs that don't hang together, and producing it eats the time meant for the actual business. Get it produced as one coherent set — decks, slides, and documents — with self-hosted generators.
Proven by
The Value Math
Two MIT engineers built one narrow thing — an AI that answers missed phone calls — and reached a ~$1B valuation with 800+ home-services customers. Their whole insight was the value of a single answered call.
“When a restaurant misses a call, that's a $30, $40 order. When a home-services business misses a call, that could be a $30,000, $40,000 install walking out the door.”
— Tyson Chen, co-founder of Avoca (Fortune, 2026). Avoca raised $125M+ at a ~$1B valuation.
A single high-ticket call
HVAC / roofing / legal / B2B — Avoca's own anchor (industry benchmark)
Of missed callers never call back
A missed call is effectively a lost job (industry benchmark)
AI coverage vs $100K+ for humans
The gap is cheap to close (industry benchmark)
They built a unicorn on a slice. I build the whole system.
Capturing the call is step one. I build the voice-and-intake agent that catches the $40K call — plus the rescue, architecture, RAG, and automation behind it, so the value compounds beyond a single call. Let's run the math on your numbers.
Run the math on your numbersFigures are market-grounded projections and cited third-party facts (Avoca / industry benchmarks), illustrative of what the system can capture — scoped to your numbers, never a claimed past result.
Production Readiness Consultation
A fixed-scope deep audit, with a fixed price quoted on a 20-minute call based 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.
Meeting → Proposal
ClientPulse — a modeled churn engine and meeting-to-proposal pipeline that frees roughly 15 hours a week
Videos / Month
Motion GPU video pipeline — over a thousand renders a month with zero render failures across six months
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 — these are real systems running in production (one rebuild is mid-rollout to its client).
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.