Join our research community as a side gig contributor. Receive allowances and tooling perks to support tech research while earning rewards for valuable contributions to AI, blockchain, and emerging technology projects.

Community labs member

Lead growth initiatives for a research-first technology company. Build brand credibility through thought leadership, community engagement, and strategic content that showcases our technical expertise and innovations.

📈 Growth lead

Growth lead

Our organization values the research and development (R&D) efforts of our team members and aims to incorporate these contributions into performance reviews. It's important that individual R&D activities not only pursue personal growth but also align with our team and organizational objectives.

How R&D contributes to performance review

Our strategic direction for 2025, focusing on AI engineering, blockchain, platform engineering, and spatial computing

2025 Roadmap

Discover why UX benchmarking is essential before any redesign. Learn how capturing usability metrics provides a baseline for improvement, avoids accidental regression, and builds stakeholder confidence. Get practical tips for effective benchmarking and see how it drives outcome-focused design.

Why every redesign should start with UX Benchmarking

Explore AI-generated user profiles in UX research and their potential benefits and limitations. Learn when synthetic users can complement real user research and best practices for responsible use.

Synthetic users in UX research

Explore how we developed a fully local search engine for our memo website using DuckDB-wasm, Transformers.js, and Alpine.js. Learn about hybrid search techniques, real-time embeddings, and performance optimizations that deliver fast and accurate results without compromising on privacy or requiring server-side processing.

Building a local search engine for our Memo website

Learn how to design multilingual databases using column-based, JSON-based, and translation table approaches to efficiently manage multi-language support for apps with scalable and flexible solutions.

Database designs for multilingual apps

Discover how micro-investing in real estate offers an easy, low-cost way for millennials and new investors to enter the property market using technology-driven platforms and digital tools.

An overview of micro investment in real estate

Hybrid search comes to solving problems in vector search and full-text search. Let's see how it works. In this article, we will know how hybrid search approach and how to evaluate each search method through metrics in information retrieval.

Evaluating search engine in RAG systems

metaphors-structure-our-interpretation-of-the-world

A practical system for moving research insights from our labs team to consulting deliverables in 1-2 months. We bridge the gap through pilot experiments, automation, and organic knowledge sharing.

Transfer framework

Tech transfer framework

LLM-generated market thesis documents following our five-step methodology. Think of this as our research workspace where we collect and analyze tech trends before crafting final versions for our arc series.

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