• Built and maintain a custom fork of nanoclaw, a multi-provider agent orchestration runtime running a structured 15+ agent pipeline with role separation and custom skills. Exposed it through a Telegram control interface over a private Tailscale mesh, enabling agents to be dispatched and their output previewed live from any device.

• Built an MCP server exposing the company's ad-effectiveness platform as a conversational agent, letting enterprise clients query performance forecasts, benchmark comparisons, and measurement reports directly from their own AI tooling.

• Designed the backing memory service, an embedding-based retrieval layer giving EH agents persistent per-client context across sessions.
  
  

• Claude's therapist, full time

Acted as a core contributor to the AI team, staying on top of cutting-edge advancements and driving innovation through the following feature deliveries:

• Enabled creators to easily train their own LoRA models allowing both real and AI creators to generate personalized images.

• Built a chat fact extractor to surface key information from creator–fan conversations.

• Created AI Notes with semantic search powered by embeddings, also offering top 10 facts, must-knows, and other smart filters.

• Designed a memory layer for storing fan-specific facts, powering personalized AI interactions and fan insights.

• Introduced real-time AI voice calls using custom-trained voice models (VAPI + ElevenLabs).

• Automated creator messages for key events such as subscribes, follows, and unfollows.

• Built intelligent auto-replies and fully automated chats using LLMs, enriched with creator personality and context from both short- and long-term memory.

• Implemented semantic search for AI-tagged media content.

• Analyzed hundreds of thousands of chat messages using AI to identify and categorize dangerous or risky topics.

• Implemented a 'vibe checker' system to ensure AI conversations remain safe and aligned with contextual guidelines.

• Worked on flagging bad medias (CSAM, underage, deepfake or celebrity) during the upload phase.

Assisted the team across the full stack:

• Developed template messaging tools to help agencies manage chats more efficiently.

• Blocked flagged media from displaying in a variety of places across the platform.

• Collaborated with the UI/UX team on feature design and led end-to-end project delivery.

• Conducted interviews and evaluated applications for senior engineering candidates as part of the hiring process.

• Built the CTV ad measurement integrations for Netflix and Amazon Prime, delivering the platform-specific environments each required. Both converted into ongoing enterprise accounts and are now among the company's largest by recurring revenue

• Backoffice rewrite (Django -> Next.JS)

• Heat map generation automation for reports (AWS EC2s, Express)

• Revamped the "survey engine" project by designing a new architecture and implementing it with the latest technologies, this resulted in enhanced efficiency, scalability and 100% reliability

• Established a scalable system architecture for periodically E2E testing multiple interconnected systems, resulting in continuous operational reliability throughout the years.

• Led collaborative efforts with business partners, orchestrating the systematic collection of requirements and formulating strategic action plans for the design and development of innovative projects and features. Executed leadership strategies that ensured a 35% acceleration in project delivery, consistently meeting or exceeding established timelines.

• Significantly elevated observability for multiple micro-frontends by establishing uniform logging standards through the implementation of a custom abstraction layer atop Datadog. This strategic effort not only enhanced monitoring efficiency by 25% but also facilitated a more cohesive debugging process across diverse teams, fostering a collaborative and streamlined approach to issue resolution

• Implemented survey localization, empowering clients to extract metrics from new markets (Spain, Italy, Germany, France, South Korea), enhancing global reach and market insights.
  
  Explore short demos of a few of these achievements:

• Project Mercury, introduced completely new, subscription based, income stream for the business

• TikTok, enabled business partners to target more creators, resulting in £10k RMR

• Instagram, fully configurable social environment and..

• Facebook, for seamless ad campaign performance testing

• Instagram Carousels, the carousels feature elevated the competitive edge of our business partners

• YouTube Shorts, has unlocked benchmarking influencer marketing via YT.

• Streamlined community Bids process through strategic system design changes, resolving glitches and improving user experience, leading to a 65% decrease in support tickets and a 86% increase in successful bids

• Strategically led the management of listing and delisting processes within the NFT marketplace, successfully delivering key features. Achieved a 20% reduction in processing time, optimizing platform efficiency and enhancing overall user experience

• Designed and developed a captivating slot machine game deployed on 150 units, achieving a user engagement rate of 90% and contributing to a 15% increase in overall gaming revenue
• Collaborated on a horse betting platform, implementing a micro-frontend architecture that efficiently processed real-time horse racing data, resulting in a 25% improvement in platform responsiveness and a 20% reduction in data latency

• Led the successful delivery of 15 critical features for existing projects, ensuring the satisfaction of 100% of client and business requests within specified timelines

• Effectively managed the intricate back-end operations of a monolith project, optimizing performance and reducing system response time by 20% through strategic enhancements

• Developed a local company website and managed its SEO, driving traffic up by 40%

• My humble "commercial work" origins :)