Daniel Ortega

Full stack Developer, building secure & user-centric experiences.

Fintech · RWA · AI Agents · DeFi · IoT

About Me

I build scalable web applications with a focus on performance and user experience.

Career spans crypto infrastructure, IoT, ETL pipelines, web scraping, and AI agents for compliance and legal workflows. Contributed as frontend lead on a DeFi trading platform and currently driving backend architecture and infrastructure decisions on a Real Estate tokenization (RWA) platform.

Experience

Fullstack Software Developer

2025 — Present

Rubidex

  • Architected secure, compliant backend and cloud infrastructure for a Real Estate & Crypto investment ecosystem.
  • Designed banking integration for RWA system meeting US compliance requirements.
  • Architected KYC/KYB solutions for US and CA users.
  • Designed database and AWS infrastructure with Terraform for high reliability and scalability.
  • Implemented RBAC-based frontend architecture and mitigated all documented security vulnerabilities.
  • Managed WebSocket system for high-reliability IoT device communication.

Lead Frontend Developer

2024 — 2025

Wallet Insight — Remote contractor

  • Architected and executed full frontend refactor from pages/app mix to Next.js App Router.
  • Designed and implemented core trading features with real-time GraphQL data visualization.
  • Integrated WebSocket connections for live market data with a high-performance Go proxy.
  • Built SIWE + JWT authentication for a DeFi trading volume-aggregator platform.
  • Part of the founding team before pre-seed at $2.5M valuation.

Fullstack Developer

2024 — 2025

ASCM

  • Migrated legacy enterprise payroll system for a legal Mexican entity.
  • Architected AI agents with semantic search and conversational capabilities using PostgreSQL pgvector.
  • Fine-tuned OCR and Azure AI models for data extraction achieving 96% accuracy.
  • Designed AI-driven ETL pipelines achieving 82% reduction in processing times.
  • Managed and configured CentOS 9 Stream servers for seamless legacy integration.

Freelance Developer

2023 — 2024

Independent

  • Developed backend infrastructure with Django and responsive frontends with React.
  • Integrated AWS S3 and SES for lead collection.
  • Crafted data mining scripts in Python for heavy machinery, insurance, and crypto industries.
  • Built custom datasets for private clients.

Crypto & Blockchain

2020 — 2023

Independent

  • Core team member of an ERC20 token-making agency; developed Solidity contracts.
  • Built automated wallet tracking scripts and ETL pipelines for crypto market analysis.
  • Developed algorithmic trading systems with real-time order execution and risk management frameworks.
  • Integrated third-party APIs (FTX, Bybit) and conducted statistical analysis for non-directional strategies.

Certifications

Tech Stack

Infrastructure

Where it runs

AWSTerraformGCPAzureDockerCentOS / HttpdVercel

Data & Persistence

Where it lives

PostgreSQLNeo4jRedispgvectorSQLAlchemy

Backend

What serves it

PythonFastAPIDjangoNode.js / ExpressGraphQLWebSocketsSSE

Queues & Pipelines

What orchestrates it

BullMQRabbitMQCelerypg-bossETLSeleniumPlaywright

AI & Agents

What reasons over it

RAGAgentic WorkflowsSemantic SearchClaudeOpenAIAzure Document IntelligenceOCR

Interface

What people touch

ReactNext.jsTypeScriptTailwindCSSAtomic Design

Web3 & Compliance

What users own

Solidityethers.jsSIWEEVM / EthereumMetaMaskBitQueryKYC / KYBACH

Observability & Testing

What is measured

SentryCloudWatchPytestJestGoogle AnalyticsAdSenseAdsterra

Featured Projects

Foundry AI for Drug Development

2026 — Present

Agentic workflows with log auditing over clinical data. Insights for preclinical research powered by pg-boss queues orchestrate distributed scraping jobs, and a Neo4j knowledge graph backs relationship queries across sources.

  • Node.js
  • pg-boss
  • Neo4j
  • PostgreSQL
  • Agentic Workflows
  • GCP

Agentic Companion Platform

2025

FastAPI microservices system with API gateway, SQLAlchemy + PostgreSQL, Vercel deployment, and integrated chat & voice AI with streaming.

  • FastAPI
  • PostgreSQL
  • SQLAlchemy
  • Sentry
  • Vercel
  • Docker

PoleanaMX

2026

Took over an existing frontend and refactored it onto Atomic Design principles, cut WebSocket consumption overhead, and integrated Google Analytics, AdSense and Adsterra.

  • React
  • TypeScript
  • Atomic Design
  • WebSockets
  • Google Analytics
  • AdSense

Agentic Voice Assistant

2026

Agentic voice assistant for a US restaurant chain capable of taking orders and advertising new menus, built with OpenAI and Vapi.

  • OpenAI
  • Vapi
  • Python
  • FastAPI

DeFi Trading Platform

2024 — 2025

Decentralized trading platform with real-time market data, SIWE + JWT authentication, BitQuery integration, and high-performance Go WebSocket proxy.

  • TypeScript
  • Next.js
  • ethers.js
  • WebSockets
  • BitQuery
  • GraphQL
  • SIWE

AI Agents & ETL for Legal Audit

2024 — 2025

AI-driven ETL pipelines and RAG systems for legal audit workflows achieving 82% reduction in processing times and 96% OCR accuracy.

  • Django
  • PostgreSQL
  • pgvector
  • React
  • Azure
  • CentOS

ASCM Data Pipelines

2025

Automated contract validation, preprocessing pipelines for public procurement, PDF annotation UI, schema optimization, and improved RAG scoring.

  • Python
  • PostgreSQL
  • RAG
  • React

Crypto Trading Bots & Algorithms

2020 — 2023

Algorithmic trading systems with on-chain analysis, risk monitoring, Solidity contract analysis, and quantitative non-directional strategies.

  • Python
  • Web3.py
  • Pandas
  • NumPy
  • Solidity

Frequently Asked

Who is Daniel Ortega?

Daniel Ortega is a fullstack software developer based in Mexico City, Mexico, focused on backend architecture and cloud infrastructure. He currently builds compliant backend and AWS infrastructure for a Real Estate and Crypto (RWA) investment ecosystem at Rubidex.

What does Daniel Ortega specialise in?

Backend architecture and cloud infrastructure: Python, FastAPI, Django, Node.js, PostgreSQL, Neo4j and Redis, with AWS provisioned through Terraform. He also builds AI agents and RAG systems, ETL pipelines and queue-driven workloads, and has led frontend on a DeFi trading platform.

What is Daniel Ortega's experience with AI?

He architects agentic workflows and RAG systems: semantic search over PostgreSQL pgvector, OCR and Azure AI models fine-tuned to 96% extraction accuracy, and AI-driven ETL pipelines that cut processing times by 82%. Current work includes agentic workflows with log auditing over clinical data backed by a Neo4j knowledge graph.

What is Daniel Ortega's experience with Web3 and fintech compliance?

He designed banking integration and KYC/KYB solutions meeting US compliance requirements for a Real Estate tokenization (RWA) platform, and previously built SIWE and JWT authentication for a DeFi trading volume-aggregator. His Web3 background includes Solidity contracts, ethers.js and EVM tooling.

How can I contact Daniel Ortega?

By email at adros.dev17@gmail.com. He is available for freelance projects, collaborations and full-time roles, and can also be reached on GitHub (@0xaDanteees) and LinkedIn.

What languages does Daniel Ortega speak?

Spanish natively, English at C1 level and Italian at A2 level.

Contact

Available for freelance projects, collaborations, and full-time opportunities.

Spanish (native) · English (C1) · Italian (A2)