AI2025
RAG Pipeline for Legal Contracts
Implementing Retrieval-Augmented Generation to query complex cross-border commercial contracts with verifiable citations.
Yakushev Hermann
Available for AI Architecture / AdvisoryHong Kong / SE Asia (UTC+8)--:--
Visionary Founder · Senior Agentic AI Architect · Networking
I've always believed a good product can change the world 🌍. Today I see it in AI and agents: not replacing humans, but freeing them from routine and giving more room for ideas ✨. I'm drawn to the orchestrator role — connecting people, tools and agents into one system where everyone amplifies each other 🤝.
Spent my childhood in China and Hong Kong, studied in Russia, now based in Southeast Asia 🧭. 67 countries behind me — more curiosity than number-chasing.
But above all — people. Honest conversations, shared views and the desire to build things together. Networking, for me, isn't about contact counts — it's about those you truly want to build with.
67+countries
40+models orchestrated
10+shipped systems
3continents
Featured cases
267+ countriesTravels
Projects
7Helium AI Router
High-throughput OpenAI-compatible LLM gateway, MCP SSE server, and multi-model consensus routing engine.
40+Supported Models1M TokensMax Context< 1.2sEdge TTFT
AI GatewayGoRust
Lab3 Web3 Studio
A product studio shipping Web3 infrastructure and go-to-market for early-stage protocols.
12+Protocols Launched$45MTotal TVL Supported4 MarketsAPAC Coverage
Web3StudioGTM
Zuo Marketing 作营销
Growth and community marketing for crypto projects across APAC markets.
1.2M+Total Reach80+Active Telegram Groups250+KOL Network
MarketingAPACGrowth
Loore Web3 Social Network
Decentralized social platform where creators own their graph and monetize content.
50K+Connected Wallets+300%Engagement BoostNext.js + EVMArchitecture
Web3SocialIdentity
TelegramLab
Automation and analytics tooling for Telegram communities and channels.
25M+Messages Processed350+Managed Channels99.4%Spam Detection Rate
TelegramAutomationAnalytics
Journal
A long-form writing project on technology, travel, and building products.
45+Published Essays67Countries Documented30K+Readers
EssaysTravelBuilding
Writing
19Anatomy of a Modern Engineering Post on y7.hk
A stress test for the y7 reading engine: callouts, diff blocks, KaTeX formulas, a circular avatar video, figure galleries, spoilers, and a font switcher.
Blog5 min read
Living Between Time Zones
What 67 countries and four home bases teach you about deep work, jet lag, and building products nobody asked you to build.
Blog6 min read
Why I Build My Personal Site as a Product
A personal site isn't a business card — it's a product with a roadmap, metrics, and users. Here's how I design y7.hk.
Blog7 min read
Agent UX: Designing Trust
How much should you hand over to an AI agent — approval queues, visible reasoning, interruption budgets. Working hypotheses and observations on designing trust.
Research12 min read
What It Meant to Grow Up Between Shenzhen and Hong Kong
Raised between two systems: speed on one side, order on the other. On identity, language, and why cross-border products come naturally to me.
Blog8 min read