# ESPIO — Liwa Gu (谷力娃) | Applied AI & Workflow Systems Delivery

> ESPIO (https://espio.ai/) is the sales and delivery landing page of Liwa Gu (谷力娃), an independent applied AI and business workflow engineer based in Shenzhen, China (UTC+8). Native Mandarin speaker, fluent English.

I help 10–99 person high-margin SMEs, cross-border trade/operations teams, and early-stage founders turn stuck manual workflows into working, testable systems—with clear scope, verifiable evidence, and full handover.

## Core Delivery Tracks

- [Signal & Group Radar](https://espio.ai/#workflows): Monitoring high-volume WhatsApp, WeChat, and listing channels; deduplicating noisy threads, validating availability status, and routing structured alerts or daily briefs for human follow-up.
- [Intake-to-Handoff Workflows](https://espio.ai/#workflows): Connecting Meta/Messenger inquiries, forms, and emails into shared lead trackers (such as Feishu/Lark Base) with raw-message retention, ID-based deduplication, field protection, and role-based views.
- [Cross-Border Document & Email Operations](https://espio.ai/#workflows): Structured data extraction, lossless PDF form population, and controlled multi-thread outbound email tracking with reply digests.
- [Internal Data Querying & MVP Builds](https://espio.ai/#workflows): Natural-language internal reporting with explicit semantic definitions and read-only SQL validation, or scoped end-to-end product prototypes.

## Verified Public Evidence

- [Projects Portfolio](https://guliwa.com/projects): Seven public software, robotics, and AI prototypes (including StockWin, ESPIO 3D prototype, distillCKirk, Meet-agent, Galaxea A1Z, Scout Dog Walk, and Paper Desk).
- [GitHub (@liwagu)](https://github.com/liwagu): Open-source repositories including real-time interruptible voice AI demo (`distillCKirk`).
- [LinkedIn (Liwa Gu)](https://www.linkedin.com/in/guliwa/): Professional background including SkyKunlun (Berlin) Co-Founder & Lead Software Engineer and StockWin solo founder (The Residency / Delta 2).
- [YouTube (@guliwa)](https://www.youtube.com/@guliwa/videos): Technical demonstrations, founder interview, and prototype walkthroughs.

## Scope & Boundaries

- Delivery prioritizes scoped, verifiable first milestones over bloated upfront rewrites.
- Human operators stay in control of high-risk approvals, pricing, and final deal closing.
- Client environments, cloud accounts, and workflow source code remain owned by the client upon handover.

## Direct Contact

- Email: guliwa3306@gmail.com
- WeChat: guliwa2026
- WeChat Channels: liwa.ai
- Location: Shenzhen, China (UTC+8) — available for onsite Shenzhen/GBA scoping and global remote engagements.