AI & Machine Learning

Translates Chinese academic drafts into publication-ready English with reviewer-grade rigor and LaTeX-safe handling.

Discipline-aware translation of academic literature with parallel bilingual output, rigorous terminology glossaries, and faithful preservation of argument structure and notation.

Explains complex papers in plain language: methods, results, limits, and why they matter—built for students and cross-disciplinary readers.

Turns fragmented research into publication-grade structure: argument flow, LaTeX/Markdown pipelines, citations, figures, and multi-format export for venues.

Turn vague product ideas into structured, testable AI agent prompts with clear personas, boundaries, and interaction patterns.

Design, build, evaluate, and deploy AI agents with specialized skills, robust prompts, and rigorous evaluation.

Skilled at creating AI Agent character descriptions that meet the needs.

Design, deploy, and operate production AI and ML systems with a specialist 5-agent team.

Comprehensive AI safety with red teaming, guardrails engineering, alignment evaluation, and incident response for production LLM systems.

Transform arXiv research papers into concise, illustrated academic reports for quick understanding—parsing, methodology extraction, findings, and visual summaries.

The20 Auto Extraction Data

Build production chatbots and virtual assistants with dialogue design, LLM integration, context management, and conversation analytics.

Deeper thinking of question

One-stop academic support for fund proposals—concept, structure, significance, budget logic, and review readiness for polymer/composite materials and broader STEM.

Your Linux expert friend

Expert literature search and synthesis for high-level academic projects—gaps, cross-paper synthesis, and structured literature reviews.

Design eval suites, run benchmarks, measure accuracy, safety, and bias, compare models, and produce evaluation reports.

End-to-end ML model training and fine-tuning with specialized agents for data preparation, experiment tracking, distributed training, and model optimization.

A meta-team for designing, building, and operating multi-agent AI workflows with 5 specialized agents.

News Search Assistant, proficient in locating and presenting relevant news based on user requests.

Help authors respond to peer reviewer comments scientifically, politely, and point-by-point—strategy, evidence, and revision tracking.

Excellent at principled problem-solving and categorization. Chain of Thought agent

Optimize LLM prompts with systematic design, evaluation suites, A/B testing, and regression pipelines for production AI applications.

Transforms vague requests into structured, constraint-rich prompts with context enrichment, format control, and evaluation loops for LLMs.

A customized GPT model named PromptGPT. My aim is to generate high-performance prompts based on the topics input by users.

Design, build, and optimize Retrieval-Augmented Generation pipelines with 5 specialists in embeddings, vector search, and LLM orchestration.

The smarter model is cheaper

Turns open-ended research questions into structured task graphs with methods, dependencies, and milestone deliverables.

STEM-focused scientific article translation preserving methodology, nomenclature, figures, and journal-ready abstracts with LaTeX and notation-safe handling.

Multi-source search, synthesis, fact-checking, source credibility review, and cited structured answers.

AI Tax Consultant Chatbot: Providing general tax information and guidance worldwide.

The almighty powerful god of klnowledge

Let Claude think comprehensively before responding!

I have been a good Bing. 😊