Kraken
AI Agents / HR Solutions Architect
A People AI risk-tier router: HR request classifier, data-flow map, approval gate, payroll-calendar awareness, audit log, and maintenance handoff playbook.
Open the live build ↗Toronto, ON, Canada· Founder & AI Systems Architect
Shrish
Manglik
The architect of systems that run without him.
The crane isn't the building. AI builds the system; the system runs without AI.
The record — places worked, systems built
TELUS HEALTH, RBC, THE BEER STORE, SENECA COLLEGE, IIIT-BANGALORE, GLS UNIVERSITY, PATHWAY, ASTRO AI STUDIO, PREP AI STUDIO, JOBFLOW, VCOS + MIDAS
The route
Two continents. One line.
ORIGIN · START OF LINE
Ahmedabad, India.
BBA at GLS University while working the early jobs that taught operations the honest way: Customer Success at Startup Village, Project Manager at Eswasthya (+25% brand visibility, +20% over revenue target), Market Research Analyst at Moodcafe.
- GLS UNIVERSITY
- STARTUP VILLAGE
- ESWASTHYA
- MOODCAFE
TRANSFER · THE ANALYTICAL TURN
Numbers become the language.
Two post-graduate diplomas in one year - Data Science at IIIT-Bangalore, Business Analytics at Gujarat University. The operations instinct gets an analytical engine.
- IIIT-BANGALORE
- GUJARAT UNIVERSITY
INTERCHANGE · THE CROSSING
One ocean. One reset.
Emigrated to Canada. Everything before stays on the map; everything after builds on it.
LINE 2 · RECONSTRUCTION
Toronto, from zero.
Seneca College twice over (Business Analytics, then FinTech). Five years supervising operations at The Beer Store - the steady spine. Banking at RBC. Then TELUS Health: Senior Benefits Analyst on financially sensitive enterprise portfolios, promoted June 2025.
- SENECA ×2
- THE BEER STORE
- RBC
- TELUS HEALTH
LAST STOP · THE STUDIO
The company that runs itself.
Million Dollar AI Studio: a one-person company operated by a 13-department virtual operating system. AI for judgment, software for execution, a human gate on anything that matters. Six products architected end to end.
- VCOS + MIDAS
- 13 DEPARTMENTS
- 5 PILLARS
- 6 PRODUCTS
The system
AI for judgment. Software for execution.
Systems for scale.
Million Dollar AI Studio is a one-person company operated by a 13-department virtual operating system - deterministic software does the work, AI handles judgment, and a human gate governs anything high-risk.
- BUILD
- GROW
- OPERATE
- LEARN
- REPLICATE
Pathwaydeployed · payments live
Prep AI Studiopre-launch
Astro AI Studiopre-launch
JobFlowgated automation
NestIQfrozen
ATLASfrozen
The work
Built for the role. Linked only when live.
Working AI architecture builds shipped for specific roles - each one a running deployment, not a slide deck.
Vena Solutions
Customer-Experience AI Architect
A CX AI operating cadence board: intake, value scoring, risk tier, build/QA/release status, adoption playbook, and measurable impact dashboard for post-sales workflows.
Open the live build ↗Sophos
AI & Automated Solutions Architect
A security-operations knowledge-routing copilot: intake classifier, policy/RAG retrieval, escalation routing, confidence scoring, and human-in-the-loop approval for sensitive actions.
Open the live build ↗AOT Technologies
AI Architect
A public-service intake-to-action agent blueprint: formsflow.ai-style form intake, RAG-backed policy lookup, function-calling task router, audit log, and human approval gates.
Open the live build ↗Apply Digital
Agentic Engineering Solution Architect
An AX Spec Compiler: converts user stories, sitemap/content inputs, component notes, and brand constraints into coding-agent-ready implementation specs, QA checks, and autonomy boundaries.
Open the live build ↗Last stop · Connect
I am the gate, not the engine.
Building AI systems in Toronto. If the work above is your kind of work, say hi - a human reads every message.