AI research · data annotation · bilingual review · workflow design

AI Workflow Consultant & Research Assistant

I help founders, online sellers, AI training teams, and small businesses use AI tools to research markets, evaluate content, organize information, and build practical workflows.

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15+ Years business experience 10+ AI tools used EN/CN Bilingual review Practical Workflow design
AI Research & Market Analysis Public information research, competitor review, product research, trend summaries, and structured reports.
Data Annotation & AI Evaluation Response evaluation, rubric-based review, content quality checking, instruction following, and error analysis.
AI Workflow & Prompt Design Prompt templates, repeatable workflows, research frameworks, task routing, and automation planning.

Services

Services I Can Help With

Conversion-focused AI support for clients who need research, evaluation, bilingual review, prompt systems, e-commerce analysis, and practical workflow design.

01

AI Research Reports

Market research, competitor analysis, product research, trend summaries, and structured business reports.

02

AI Response Evaluation

Evaluate AI-generated answers for accuracy, reasoning quality, instruction following, tone, and safety.

03

Bilingual Review

English-Chinese translation review, localization, meaning comparison, and content polishing.

04

Prompt Engineering

Prompt templates, task instructions, rubric writing, workflow prompts, and reusable AI systems.

05

E-commerce Review

Product selection review, competitor positioning, store logic, customer feedback analysis, and action plans.

06

Workflow Design

AI-assisted workflows for research, content production, knowledge management, and operations.

Practical AI Work

Practical AI support for research, annotation, and workflow execution

I turn scattered information into clean reports, clear evaluation notes, reusable prompts, and practical action plans.

01

AI Response Evaluation

Evaluate AI answers for accuracy, relevance, instruction following, tone, and safety.

02

Prompt & Rubric Writing

Create prompts, evaluation rubrics, scoring criteria, and task instructions.

03

Data Annotation QA

Review labels, check consistency, identify edge cases, and improve annotation quality.

04

Bilingual EN/CN Review

Translate, localize, compare meaning, and review English-Chinese content.

05

Market & Product Research

Research competitors, products, customer needs, trends, and business opportunities.

06

Workflow Automation Planning

Design AI-assisted workflows for research, content, operations, and knowledge work.

Platform fit

Built for AI task platforms and freelance clients

The same core skills used in AI training work - careful reading, accurate judgment, structured writing, and clear evaluation - also help businesses work faster with AI.

Fiverr

AI research, market analysis, e-commerce review, prompt design, workflow planning, and virtual assistant support.

Stellar AI

High-quality AI response evaluation, reasoning review, rubric-based scoring, and writing tasks.

DataAnnotation

Careful instruction following, data labeling, response comparison, safety review, and quality checking.

Creative portfolio

Selected AI Visual Portfolio

A small selection of AI-assisted visual projects created with ChatGPT and image-generation workflows for concept design, fashion posters, and cultural content.

Visual work is available as a portfolio example, but my main freelance focus is AI research, evaluation, bilingual review, and workflow support.

Blue qipao editorial collage
ChatGPT Visual Works Open the full gallery of AI-assisted fashion posters, cultural concepts, and visual experiments.
Black and gold qipao editorial collage
Fashion Poster Series New Chinese style qipao campaign boards and editorial layouts.
Mohist history knowledge poster
Cultural Knowledge Posters Historical, philosophical, and educational concepts turned into visual systems.

Research systems

Research and monitoring systems

My previous research practice has been converted into practical systems for information tracking, structured analysis, and repeatable report delivery.

Policy & Sector Research Track policy updates, industry changes, market narratives, and key risks. Company & Competitor Research Compare companies, products, positioning, strengths, weaknesses, and opportunities. AI News Briefing Summarize AI news, product updates, funding events, and tool changes. Signal & Source Monitoring Monitor public sources, organize useful signals, and turn noise into clear summaries.

Process

Clear process, clean outputs

  1. UnderstandClarify the goal, audience, sources, constraints, and expected output.
  2. ResearchCollect information, compare sources, identify key facts, and organize materials.
  3. EvaluateCheck accuracy, relevance, consistency, risks, and missing information.
  4. DeliverProvide a clean report, checklist, prompt template, workflow map, or action plan.

About

About Me

I am an AI workflow consultant and research assistant with 15+ years of hands-on experience in e-commerce, cross-border business, market research, and digital operations.

I have worked across product research, supplier communication, customer feedback, online store operations, content planning, and business analysis. In recent years, I have focused on using AI tools such as ChatGPT, Codex, Claude, Gemini, Grok, DeepSeek, Kimi, and OpenClaw to build research workflows, prompt systems, evaluation frameworks, and structured reports.

My strength is not only using AI tools, but turning complex information into clear outputs that clients can actually use.

Available for project-based work

Need AI research, evaluation, or workflow support?

I can help with AI response evaluation, bilingual review, market research, e-commerce analysis, prompt design, and practical workflow planning.

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