Shkienao
SHaohuaWang

Hi! I'm

SHAOHUA WANG

AI PM · LLM Developer

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About

Focused on product design and practical implementation in AI/LLM. I have led multiple project teams, with strengths in requirement breakdown, task planning, and execution control. With a background in computer vision and machine learning, I continuously explore Prompt Engineering, RAG, and Agent systems to turn frontier AI capabilities into real-world products.

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About Me

王少华 avatar

Focused on product design and practical implementation in AI/LLM. I have led multiple project teams, with strengths in requirement breakdown, task planning, and execution control. With a background in computer vision and machine learning, I continuously explore Prompt Engineering, RAG, and Agent systems to turn frontier AI capabilities into real-world products.

Strengths

  • Project management: Led undergraduate projects with strong capability in requirement breakdown, scheduling, and progress control.
  • Communication and coordination: Extensive cross-functional collaboration experience, skilled at driving multi-party alignment.
  • AI technology selection and solution design.
  • Product requirement analysis and prototyping.

AI Projects

UNSW Exam Master

Full-Stack / Product-Oriented Developer·2025

Built an LLM-powered exam prep assistant for UNSW students facing tight revision time and overloaded materials. Implemented PDF parsing with hash deduplication, chunking, topic clustering, outline generation, and dynamic day-by-day revision planning based on exam date and available study hours.

StreamlitPythonPyPDFChromaDBRAGOpenAI text-embedding-3-smallGPT-4o

Result: Delivered a closed loop from material upload to planning, practice, error review, and citation-grounded Q&A, reducing cognitive load and improving exam preparation efficiency.

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Tech Intelligence Dashboard

Full-Stack Developer / AI Intelligence Pipeline Designer·2026

Built an X tech influencer intelligence dashboard that tracks the last 24 hours of posts from 100 tech/AI accounts via twikit, then uses Claude to generate structured daily intelligence with trending topics, strategic signals, and influencer highlights.

FastAPIPythonTwikitAnthropic ClaudeHTMLJavaScriptTailwind CSS

Result: Delivered an end-to-end pipeline from data collection to LLM analysis, report archiving, and dashboard visualization, with async job progress polling and offline demo fallback.

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Intelligent Agricultural Pest Detection

Project Lead / Core Developer·2025

Built an agricultural pest recognition system on the AgroPest-12 dataset by benchmarking HOG+LR, YOLOv8, and Faster R-CNN. Optimized model architecture and training strategy for complex field backgrounds and multi-scale targets.

YOLOv8Faster R-CNNPythonUltralytics

Result: mAP@0.5 = 77.2%, outperforming the traditional HOG+LR baseline and supporting real-time field pest monitoring.

Chinese Food Index

Full-Stack Developer / Product Designer·2026

Built a global Chinese restaurant rating platform that quantifies the quality and distribution of Chinese cuisine in cities worldwide using a 100-point core index. Features include an interactive world map, city leaderboards, restaurant directory, user auth, a submission & admin review workflow, multi-dimensional scoring, and Cloudflare Turnstile bot protection.

Next.js 14TypeScriptReactTailwind CSSPrismaMySQLLeafletJWTCloudflare Turnstile

Result: Delivered a full-cycle platform from user submission to admin review, map visualization, and leaderboard ranking, with role-based access control and a multi-language i18n system.

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Skill Matrix

Product Capabilities

Requirement Analysis & Research(Advanced)Competitive Analysis(Advanced)Prototyping (Figma/MoDao)(Proficient)Data Analysis & Event Tracking(Proficient)

AI Technical Capabilities

Prompt Engineering(Advanced)RAG Retrieval Augmentation(Proficient)Agent Development(Proficient)LLM API Integration(Advanced)Computer Vision (CV)(Advanced)Machine Learning / Deep Learning(Advanced)

Experience

2022 - 2024
Master's·The University of New South Wales (UNSW)

Key Responsibilities →

  • Focus on computer vision and machine learning.
2018 - 2022
Bachelor's·Zhongyuan University of Technology

Key Responsibilities →

  • Served as Head of Arts in the Student Union, responsible for event planning, team coordination, and cross-department collaboration.
  • Led multiple undergraduate projects, owning requirement breakdown, task allocation, and schedule management.
  • Built and applied cross-functional communication skills to effectively drive project delivery.

Contact

Email2511631325@qq.com
Phone17624776868
WeChatShkienao
GitHubshkienao-pixel

Feel free to reach out through the channels above. Looking forward to collaborating in AI.

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