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Work

Software architect and systems engineer with 12+ years designing and maintaining high-scale platforms, distributed systems, and long-lived software environments.

About

I optimize for clarity, predictable behavior, and architectural stability over time. My work emphasizes maintainability, correct data modeling, and reducing operational complexity.

I specialize in stabilizing, scaling, and extending complex systems without compromising readability or long-term integrity.

I build high-quality infrastructure and streaming experiences for major brands, including playback systems, media pipelines, and analytics layers.

Work & Experience

Torothemes

Lead Software Engineer - 2020-Present

Led streaming and analytics platforms serving audiences in the millions, with a focus on ultra-low latency delivery and operational resilience.

  • Distributed media pipelines for transcoding, metadata, and reporting.
  • Real-time analytics, observability layers, and reliability programs.
  • Playback systems and streaming experiences for global media brands.
  • Internal frameworks that enforce consistency across products.

Somoskudasai

Web Platform & Delivery

Designed and delivered the web platform, optimizing performance and site stability for a high-volume audience.

  • Front-end architecture and performance strategy.
  • Content delivery and caching optimizations.
  • Scalable publishing workflows and analytics integration.

AsianCrush

Streaming Infrastructure

Built DASH/HLS playback systems and streaming infrastructure for high-traffic video platforms.

  • Adaptive bitrate pipelines and CDN-aware delivery.
  • Player engineering and playback telemetry.
  • Observability for streaming QoS and error tracking.

Hulu

Media Infrastructure

Delivered infrastructure supporting DASH/HLS pipelines and playback performance at global scale.

  • Streaming pipeline optimization and resilience.
  • Monitoring and error taxonomies for video delivery.
  • Playback quality and latency reduction initiatives.

Bancolombia

Engineering Engagement

Designed and delivered financial services infrastructure with strict requirements around data integrity, latency, and compliance.

  • High-availability services and data pipelines for regulated workloads.
  • Structured logging, error taxonomies, and recovery workflows.
  • Performance tuning for critical transaction paths.

Reserved name

Advertising & Growth Systems

Signal integrity at massive scale.

Owned multi-channel ad operations with strict attribution, automated optimization, and high-volume traffic orchestration. Built infrastructure for content delivery, streaming playback, and analytics at global scale, with budgets in the millions and traffic in the tens of billions monthly.

EUR 1.2M

Monthly advertising spend

10B

Monthly visits across networks

45ms

p95 response latency

150%

ROAS sustained at scale

Advanced Competencies

  • Mathematical modeling for system behavior and scaling curves.
  • Algorithmic framing with explicit performance trade-offs.
  • Data normalization for long-term schema integrity.
  • Information theory and entropy minimization in pipelines.
  • Deterministic execution patterns and testable flows.
  • Latency budgets, throughput ceilings, and capacity planning.

Tools & Technologies

Languages

TypeScript, JavaScript, Python, Go, Rust, C++/C, C#.

Front-end

React, Next.js, SvelteKit, Astro, Remix, Vue, Tailwind.

Data & Storage

PostgreSQL, MySQL, ClickHouse, Redis, Elasticsearch, S3/R2.

Infrastructure

Docker, NGINX, Cloudflare, CI/CD, observability stacks.