AI Engineering · Data · Product & UX Design

PRODUCTION AI,
ENGINEERED
END TO END.

  • AI systems, data platforms, agents — production, not demos
  • Product, UX, and design in-house — no hand-offs
  • Senior-led — Chicago × Tokyo, every time zone
SYS.01 // How It Works Chicago 41.8781° N · 87.6298° W Tokyo 35.6762° N · 139.6503° E
Bases
Chicago × Tokyo
Practice
AI Engineering
Focus
Production Systems
Delivery
Senior-Led

[01] // Services

WHAT WE BUILD

Five practices. One standard: it runs in production.

[01 // PLATFORMS]

DATA PLATFORM MODERNIZATION

  • Lakehouse architecture on your existing cloud
  • Pipelines rebuilt for reliability and lineage
  • Incremental migration — no big-bang cutover
Lakehouse ArchitecturePipeline EngineeringCloud Migration

[02 // INTELLIGENCE]

AI CHAT, AGENTS & SEMANTIC LAYERS

  • Chat grounded in your data — not the open web
  • Agents that act with approvals and audit trails
  • Answers leadership can cite
Talk to Your DataAgentic WorkflowsSemantic Modeling

[03 // ENGINEERING]

AI ENGINEERING SERVICES

  • LLM integration, fine-tuning, evaluation
  • Latency, cost, reliability engineered in
  • Senior engineers — embedded, never handed off
LLM SystemsFine-TuningEvaluation

[04 // DATA OPS]

EXPERT DATA OPERATIONS

  • Expert training data for frontier models
  • Annotation with measurable quality bars
  • Human-in-the-loop, run with engineering rigor
Training DataAnnotation ProgramsQuality Systems

[05 // ADVISORY]

PRODUCT, UX & TECHNOLOGY CONSULTING

  • AI strategy, sequenced to ROI
  • Product and UX — concept to interface
  • Architecture reviews, build-vs-buy judgment
AI StrategyProduct & UX DesignArchitecture Review

[02] // Approach

FROM SIGNAL TO SYSTEM

Four phases. Working software early. Outcomes measured — not activity.

01

DISCOVER

  • Data, workflow, and constraint audit
  • Highest-ROI use cases, ranked and costed
02

ARCHITECT

  • Reference architecture agreed up front
  • Security, governance, semantics designed in
03

BUILD

  • Short cycles, senior-led
  • Working software, demoed live from week one
04

OPERATIONALIZE

  • Evaluation, monitoring, cost controls
  • Team handover — we stay until it's boring

Senior-Led

The people you meet are the people who build.

Production First

Systems that run daily beat demos that peak once.

Measured

Quality bars and cost telemetry from day one.

Governed

Access control and lineage are design inputs.

[03] // Capabilities

THE STACK WE COMMAND

Nine disciplines. Deep, current, vendor-neutral.

C.01

LLM Systems & Fine-Tuning

Domain-adapted models and structured-output pipelines.

C.02

Retrieval & Vector Search

RAG architectures with grounding discipline.

C.03

Agentic Workflows

Tool-using agents — guardrails and audit trails built in.

C.04

Semantic Layers

One definition of every metric, everywhere.

C.05

Data Engineering

Ingestion to orchestration across cloud platforms.

C.06

Lakehouse & Analytics

BI foundations built for self-service scale.

C.07

Evaluation & Quality

Golden datasets, automated scoring, regression gates.

C.08

Training Data Operations

Expert data production with QA built in.

C.09

Product & UX Design

Research, flows, and interfaces for the systems we build.

[04] // Leadership

THE PARTNERSHIP

Two principals. Two bases. Every engagement, directly.

Dot-matrix monogram seal — ER

Founder · Chief Executive Officer
Chicago, USA

ERNESTO
RODRIGUEZ

  • Founded Aladdin Studio to close the gap between AI ambition and AI that ships
  • Strategy, product, and UX — roadmaps to interfaces
  • Chicago base — US delivery, Central-time coverage
StrategyProduct LeadershipUX & DesignClient Delivery
Dot-matrix monogram seal — AN

Chief Technology Officer
Tokyo, Japan

AKIRA
NAKAMURA

  • Owns technical architecture and engineering execution
  • Builds the ML systems, pipelines, and agents
  • Tokyo base — APAC coverage, follow-the-sun with Chicago
AI / ML EngineeringSystem ArchitectureTechnical ExecutionEngineering Leadership

[05] // Contact

START A CONVERSATION

Start with the problem. We reply with a plan.

Direct Email
Firm
Aladdin Studio LLC
Bases
Chicago, USA · Tokyo, Japan
Engagements
Project-based & advisory retainers

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