Daniel Knowles

Daniel Knowles

Ingeniero de Software Senior | Sistemas de IA | Full-Stack | Analítica

Ingeniero de software con experiencia en la construcción de sistemas escalables y de nivel de producción en IA, infraestructura backend y aplicaciones orientadas al usuario. Capacidad demostrada para diseñar y entregar sistemas complejos de extremo a extremo, con impacto medible en rendimiento, escala y experiencia del usuario.

LOGROS CLAVE

  • Improved ML-driven customer service response accuracy by ~70% using FastText at enterprise scale
  • Increased AI system performance by ~90%, enabling real-time LLM-powered interactions in production
  • Contributed to distributed system supporting 15M+ passports and 4M+ visas annually across 70+ countries
  • Built and scaled a real-time peer-support platform handling thousands of messages with moderation and AI systems

EXPERIENCIA

EXCLAIM RECOVERY — CTO (Remoto)

Septiembre 2025 – Presente

  • Led architecture and full refactor of a multi-platform system (web, mobile, AI backend), significantly improving performance, scalability, and maintainability.
  • Built and scaled a peer-support platform for gambling addiction, supporting hundreds of active users and processing thousands of messages, including real-time chat, AI-assisted guidance, and a full reporting and moderation system; stress-tested by Gaming Laboratories International (GLI) and referenced in external publications.
  • Improved AI system performance by ~90%, optimizing latency and throughput for real-time LLM-driven interactions.
  • Designed and deployed a monorepo powering a Next.js web app, React Native mobile app, and AI services backed by PostgreSQL/Prisma.
  • Built and scaled "Hope AI," an LLM-powered system using LangGraph with multi-source RAG, long-term memory, and behavioral analysis pipelines.
  • Implemented real-time systems (Ably) and full authentication architecture (NextAuth, OAuth, JWT) across platforms.
  • Delivered 500+ production PRs, driving rapid iteration and system reliability.

Tulane School of Architecture — SEO & Analytics Consultant

Septiembre 2025 – Presente

  • Conducted large-scale technical SEO audits across 4,000+ URLs, identifying and resolving crawl errors, metadata inconsistencies, and indexation issues.
  • Reduced crawl inefficiencies by removing low-value and broken pages from sitemap, improving site health and search visibility.
  • Implemented GA4 + GTM event tracking for admissions funnels and user engagement, enabling end-to-end visibility into user journeys and conversion intent.
  • Built analytics dashboards (Looker Studio) to track program interest, admissions funnel performance, and student engagement.
  • Improved site structure and content organization to better capture and analyze prospective student behavior.

EXCLAIM RECOVERY — Líder Técnico, Desarrollo de Aplicaciones (Remoto)

Abril 2025 – Septiembre 2025

  • Built AI-driven systems for sentiment analysis, crisis detection, and behavioral tracking, enabling real-time intervention and improved user safety.
  • Developed agent-based architectures using LangGraph, OpenAI, and LangChain.
  • Designed scalable backend services with Node.js, Prisma, and PostgreSQL.

CGI FEDERAL — Consultor (Remoto)

Junio 2022 – Diciembre 2023

FSG, Atlas360 — Consultor

Agosto 2022 – Diciembre 2023

  • Contributed to a distributed system supporting 15M+ passports and 4M+ visas annually across 70+ countries, ensuring high availability at global scale.
  • Built and optimized React-based UI integrated with Microsoft Dynamics 365 and Python APIs, enabling real-time, ML-assisted customer service workflows.
  • Improved ML-driven response classification accuracy by ~70% using FastText, delivering instant, context-aware responses and significantly increasing caseworker efficiency.
  • Engineered messaging and queue-based systems using Azure (including dead-letter queue handling) to support high-volume automated communications.
  • Developed a comprehensive automated testing suite for Microsoft Dynamics CRM, reducing manual QA effort and accelerating feature delivery and UX validation.
  • Supported global production deployments across multiple regions, collaborating with international teams under high-demand conditions.
  • Contributed to large-scale operational rollouts across countries, supporting customer service teams with extended coverage during critical launches.

ESG, CAST — Consultor

Junio 2022 – Agosto 2022

  • Designed and implemented REST APIs using Java Spring Boot for a greenfield internal platform.
  • Developed Angular frontend components and integrated backend services.
  • Built unit testing suite (JUnit, Mockito) ensuring reliability of core business logic.
  • Modeled relational data using JPA and optimized data access patterns.

OPERATION SPARK — Asistente de Enseñanza (Remoto)

Junio 2021 – Julio 2022

  • Mentored students in software engineering, debugging, and problem-solving techniques.

PROYECTOS

Intergalactic Code Academy: https://ica-app-teal.vercel.app/gameJuego educativo de codificación con temática espacial con navegación inmersiva y aprendizaje progresivo.

DistortNewYork: https://distortnewyork.comPlataforma de agregación de eventos en vivo para descubrir eventos en los locales de NYC.

RealWorldNews: https://realworldnews.orgPlataforma de agregación de noticias que combina múltiples fuentes globales en una experiencia de búsqueda unificada.

Portfolio: https://danicodes.orgPortafolio personal que muestra aplicaciones full-stack e impulsadas por IA.

HABILIDADES PRINCIPALES

Languages: JavaScript, TypeScript, Python, C#
Frameworks: React, Next.js, React Native, Node.js, Spring Boot, .NET
AI / ML: LangGraph, OpenAI, Anthropic, LangChain, RAG pipelines, vector search
Data & Backend: PostgreSQL, Prisma, REST APIs, distributed systems
Infrastructure: AWS, Azure, Docker, Kubernetes
Analytics: GA4, Google Tag Manager, Looker Studio

EDUCACIÓN

Operation Spark — Advanced Software Engineering Immersive

June 2021

ADICIONAL

Idiomas: Inglés (Nativo), Español (Fluido)