AI Engineer • Systems Architect

Engineering Ethical AI
& Mission Critical

From Voice Agents that invoice autonomously to IoT Architectures at scale. I build technology that is auditable and profitable.

Schedule a Strategy Call→View Live DemoView on Devpost →
Calls Processed
Projects 2024
Recurring Clients
Building Ethical AI
Capítulo 1

It all started with a question

"Can artificial intelligence make ethical decisions?"

While other developers focused on making AI faster or more accurate, I became obsessed with something deeper: how can a machine understand right and wrong?

It wasn't enough to create systems that worked. I needed to create systems that did the right thing.

The Insight
The answer was in an unexpected place: millennial Kabbalistic principles applied to modern computational systems.
Tikun Olam v2

10-Sefirot pipeline with 5 AI providers (Grok, Mistral, Gemini, GPT-4o, DeepSeek). BinahSigma civilizational bias detection. ERI (Ethical Risk Index) on every decision.

VocalisIA v3

Akiva meta-agent supervising 6 specialized agents + TOF ethical layer evaluating every call. Google Gemini Live API for real-time voice AI.

Capítulo 2

Tikun Olam: The Ethical AI Engine That Changes the Game

The first ethical AI pipeline with full observability in Datadog.

Finalist — Google Cloud x Datadog Hackathon
🔗
10-Sefirot Pipeline
Full Tree of Life architecture: from Keter (alignment validation) to Malchut (final decision). Each stage a distinct cognitive function.
🤖
5 AI Providers
Grok, Mistral, Gemini, GPT-4o & DeepSeek compared simultaneously for civilizational bias detection.
🧠
BinahSigma + ERI
Proprietary bias detection algorithm producing an Ethical Risk Index (ERI) on every analysis. 73% bias delta on Nvidia-Groq case.
🚫
Real Case: NO_GO
Anthropic vs Pentagon $2.4B contract: TOF returned NO_GO recommendation — AI should not power autonomous weapons.
Tech Stack
PythonVertex AIDatadogBinahSigmaGoogle CloudDeepSeekGPT-4oGeminiGrokMistral
Try Live Demo View on GitHub

TOF v2 — Framework in Action

TOF v2 pipeline overview
BinahSigma bias analysis
ERI dashboard metrics
NO_GO decision output

Download Official Report

OpenAI × Sam Altman — Tikun Olam Ethical Analysis

The complete ethical analysis of the Anthropic vs Pentagon $2.4B contract case. See exactly how TOF's 10-Sefirot pipeline evaluates a real-world high-stakes scenario and reaches its NO_GO recommendation.

Download Official Report PDF — OpenAI × Sam Altman Analysis
View Full Case Study with Architecture Details
Capítulo 3

VocalisAI V3: Multi-Agent Voice Intelligence

From a simple voice bot to an orchestrated platform of 6 specialized agents under Akiva — the meta-agent supervisor — with TOF's ethical layer evaluating every call in real time.

Google Gemini Live Hackathon Finalist
VocalisAI V3 — Multi-Agent Platform Hero

Meet the Team: Akiva + 6 Specialists

Akiva
Meta-Agent Supervisor
Classifies, routes, and supervises all calls. The orchestrator brain.
Alex
ES-MX General Agent
Primary Spanish-language agent for Mexico and LATAM markets.
Nova
EN-US General Agent
English-language agent for US market with American fluency.
Diana
Emergency Agent
Specialized for urgent and crisis call handling with priority routing.
Marco
Billing Agent
Handles all payment flows, invoicing, and financial queries.
Sara
Follow-up Agent
Post-call follow-up, appointment reminders, and retention flows.

TOF Ethical Layer on Every Call

Every interaction is evaluated across 5 Sefirotic ethical dimensions before any action is taken. Ethics is not a feature — it's the infrastructure.

Real-Time Voice with Gemini Live API

Google Gemini Live API powers sub-second voice interactions with natural language understanding. Submitted for Google Hackathon.

Multi-Industry Modules

Healthcare, legal, logistics, e-commerce, real estate. Each industry module trained on domain-specific scenarios and compliance requirements.

12,000+ Calls Processed

Real production deployment with Twilio + ElevenLabs for natural voice synthesis and Stripe for autonomous payment flows during calls.

See VocalisAI V3 in Action

Tech Stack
Google Gemini Live APIFastAPITwilioElevenLabsStripeTOF Ethical LayerPython
View Full VocalisAI Case Study
Capítulo 4

Then I applied it to real problems

Theory is beautiful, but businesses need tangible results. I took everything I learned and started solving real business problems.

Featured Project

Tikun Olam v2 - Observable Ethical AI

Finalist — Google Cloud x Datadog Hackathon

v2: 10-Sefirot pipeline comparing 5 AI providers simultaneously. BinahSigma civilizational bias detection + ERI (Ethical Risk Index) on every decision.

PythonVertex AIDatadogBinahSigmaGPT-4oGrokMistral
73%
Bias Detected
10-Sefirot pipeline with 5 AI providers. NO_GO on Anthropic×Pentagon $2.4B contract.
View Full Case Study
Featured Project

VocalisAI V3 - Multi-Agent Voice Intelligence

Google Gemini Live Hackathon Finalist

Akiva meta-agent supervises Alex, Nova, Diana, Marco, Sara & Raul. Every interaction evaluated through 5 Sefirotic ethical dimensions in real time.

Gemini Live APIElevenLabsTwilioStripeTOF Layer
6+1
Agents (Akiva)
Akiva meta-agent orchestrating 6 specialists with TOF ethical layer on every call
View Full Case Study

HoyMismoGPS V2 - Enterprise Fleet Management

Enterprise Logistics

V2: Full Google Cloud architecture. Cloud Run for APIs, BigQuery for analytics, Firestore for real-time state, Pub/Sub for event streaming. Enterprise fleet management.

Cloud RunBigQueryFirestorePub/SubPython Asyncio
500+
Assets Monitored
Google Cloud architecture: Cloud Run, BigQuery, Firestore, Pub/Sub for enterprise fleet
View Full Case Study

HoyMismo Dashboard Agencia

HoyMismo Platform

Sistema operativo completo para agencias aduanales e importación vehicular: CRM, gestión de expedientes, tracking de importaciones, facturación y BI.

Next.js 14FirebaseGoogle CloudTailwind
All-in-One
OS Agencias
Sistema operativo para agencias aduanales e importación vehicular
View Full Case Study

SignaFlow - Legal Tech SaaS

SaaS Platform

Uses AI (Gemini) for contract drafting and Canvas API for biometric signatures with cryptographic audit seals.

React 19Gemini ProFirebase AuthCanvas API
SHA-256
Audit Trail
Digital signature platform with legal validity
View Full Case Study
Featured Project

Binah-Σ - Cognitive Decision Engine

Enterprise API

Cognitive evaluation engine that produces structured, auditable outputs for enterprise governance, ESG compliance, and policy analysis.

FastAPIPydanticOpenAI SDKDockerRailway
0.92
Binah-Σ Index
Auditable AI infrastructure for structured decision evaluation
View Full Case Study

Ethica.AI Framework

Decision Systems

Orchestrates Gemini, Mistral and DeepSeek to eliminate biases in critical corporate decision-making.

Multi-LLM OrchGraphQLPython SDKPydantic
10-Layer
Pipeline
Multi-Provider architecture for corporate decisions
View Full Case Study

Enterprise Logistics OS

HoyMismo Courier

Integrates CRM, billing, tracking and AI assistant in a unified dashboard for courier operations.

Next.js 14FirebaseTailwindRecharts
All-in-One
CRM + AI
Complete operating system for international logistics
View Full Case Study
View all projects
Capítulo 5

Now I solve enterprise problems with AI

I combine deep ethical principles with cutting-edge technology to create solutions that don't just work, but transform businesses — and set a new standard for responsible AI deployment.

🛡️

AI Ethics Consulting & Governance

Your Business Bulletproof Vest Against Multi-Million Dollar Lawsuits

Specialized audits and certifications in AI Ethics, Alignment and Governance. I help enterprises protect themselves from regulatory risks and reputational damage through comprehensive AI audits powered by Tikun Olam v2, BinahSigma, and EthicaAI. When the EU AI Act enforcement begins, will your systems pass?

Bias Detection

Identify and quantify civilizational and algorithmic biases across 5 AI providers simultaneously

Compliance Audits

EU AI Act, GDPR, and emerging regulatory frameworks compliance assessment with full audit trail

Governance Framework

10-Sefirot structured decision-making with ERI scoring and complete observability in Datadog

See How Tikun Olam Works

Voice AI Agents

Multi-agent orchestrated platforms (VocalisAI V3 architecture) that qualify, route, and close — 24/7, at scale, with ethical oversight on every interaction.

  • Akiva meta-agent + 6 specialists
  • Gemini Live + ElevenLabs + Twilio
  • TOF ethical layer on every call

Full-Stack Development

Scalable web applications and enterprise dashboards with Google Cloud architecture (Cloud Run, BigQuery, Firestore, Pub/Sub) that handle real enterprise loads.

  • React + Next.js + Tailwind
  • Google Cloud Run + BigQuery + Firestore
  • Real-time fleet + logistics dashboards
Ready to transform your business?

Let's turn your challenge into an automated solution

From Voice Agents handling thousands of calls to real-time dashboards, I create solutions that scale your business while you sleep.

Schedule Strategy Call(30 min free)→Download Case Study (PDF)

Free Consultation

30 minutes to analyze your project

Detailed Proposal

Technical document in 48 hours

Implementation

MVP ready in weeks

Also available on: LinkedIn • GitHub • Upwork

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