Under tight contractual obligations and unclear vectors of work, conducted a set of experiments with 2 team members. We identified and prioritised/deprioritised streams of work. Result: we got a tool that wraps everything to an LLM — add-experimental-flag/SKILL.md.
Reframed an architecture stalemate into an organizational risk problem and got leadership alignment without formal authority. A legacy setup tightly coupled frontend and backend ownership. Frontend delivery depended on boundaries the backend controlled, creating unclear handoffs and a single point of failure. I'd proposed a known frontend architecture pattern, but it stalled because resistance centered on ownership, risk, and control rather than technical merit. I stopped pushing the pattern and
Leading the Neurofolio initiative, applying AI-driven agentic workflows to build adaptive knowledge portfolios and tooling.
Principal Engineer with a background in frontend and full-stack architecture, focusing on AI-driven agentic workflows that automate complex software systems.
Principal Engineer focused on AI-driven agentic workflows, evolving from frontend engineering into full-stack architecture.
Consolidate scattered taxonomy definitions into a single authoritative module (lib/taxonomy) to standardize types, color formats, and emoji mappings across multiple BCs.
Пользователь работала над брендом Stworki в качестве продукт менеджера.
Пользователь имеет 10-летний опыт работы в качестве продукт менеджера.
Neurofolio targets the inefficiency of SaaS employees spending excessive time searching for internal knowledge. It uses a RAG-based assistant fine-tuned to company-specific data, providing accurate and secure responses that enhance productivity and decision-making.
Neurofolio is a vertical AI assistant for SaaS companies that transforms internal knowledge into an accessible resource using Retrieval-Augmented Generation (RAG). It answers employee questions using trusted internal documents and queues unanswered questions for the appropriate role. It integrates with Slack and starts as a standalone webapp, learning continuously to improve.
In the era of generative UI, traditional frontend complexity is becoming unnecessary for mini-tools and scoped interactions. The new approach focuses on prompt-driven, self-contained, design-system-aware development, using precision HTML and JS instead of bloated frameworks.
Transitioning from low-code platforms to custom-built applications can increase tech debt risk due to lack of mature software processes. This includes challenges in spotting tech debt, unmanaged architecture, reliance on team practices, and systemic risks affecting business-critical systems. The absence of dedicated DevOps and QA pipelines exacerbates these risks, making it crucial for companies to adopt software product discipline.
Exploring how to position Neurofolio in short-form content (Twitter/LinkedIn threads). Need a concise “essence” that captures the product’s value in 1–2 sentences.
Exploring how to position Neurofolio in short-form content (Twitter/LinkedIn threads). Need a concise “essence” that captures the product’s value in 1–2 sentences.
Exploring how to position Neurofolio in short-form content (Twitter/LinkedIn threads). Need a concise “essence” that captures the product’s value in 1–2 sentences.
Introduce action buttons like 'Create New' and 'Go to Previous' in the chat interface whenever 'Updating your records' is triggered, enhancing user interaction.
Integrate a feature in the chat bot to display cards as special UI elements, not markdown, using vector search to prioritize and show less important items as mini-cards.
Proposes a UI concept for streamed interfaces using a floating scale(0.8) mini-card-skeleton as a preloader, enhancing the user experience over traditional skeletons.
Explores Georgian cuisine, focusing on rich flavors and traditional techniques, with examples like chakhokhbili and mtsvadi.
Enjoys cooking Uzbek plov, a traditional rice dish, and experimenting with its flavors and techniques.
AI-generated code allows for the creation of small, modular pieces of code that can be easily reprompted and iteratively improved. This contrasts with traditional monolithic applications that require extensive control and management.
The user holds the position of Principal Frontend Engineer at Gainsight, a company known for its customer success software.
Drilled a hole through a house slab for intake exhaust ventilation using a Dewalt hammer drill and a 127mm diamond crown. Faced challenges with wet drilling as dust turned glue-like, so switched to dry drilling with vacuum extraction.
A plan to start a business focused on decorating business facades with flowers. The plan includes using GPT-4o API, opengraph, creating new customer profiles, integrating QR codes, using Redis and blob storage, making the business public, using the email flowers-nl@gmail.com, integrating Stripe for payments, determining pricing, creating prompts, and finding locations and establishments on a map with flags.