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Hi there 👋

Zhang Yixin @Singapore

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Prospective Machine L. Eng./ Data Scientist/ Reliability Eng.

Dedicated to tailoring Engineering skills, and apply aesthetics to design in a human-centered way

🌱 Background:

Graduate Diploma, 2023- Feb 2025
Institute of Systems Science, National University of Singapore
Undergrad, 2020-2024
Harbin Institute of Technology, Harbin, China/ 哈工大(本部) School of EIE/ 电信学院

🌍 Language proficency:

  • Mandarin (Native, with Putonghua Cert)
  • English: IELTS 7.5, CET6 646 out of 710 (top <2%)

🔭 Current Interests:

AI's application in Medical/Pathology (in a broader sence, AI4Science)
LLM/VLM
Some ideas:

  • fine-tuning Llama 3-8b with DSPy.
  • using Florence-2 as a RAG measure to VLMs.
  • Visual Foundation Models

DevOps and Cloud Native, dockers and k8s, etc.
ML infrastructure and MLOps

👣 Contributions:

Core contributor to llm-cookbook by Datawhale

📚 Reading habits:

Physical book lover. Thanks CLB@NUS❤️.
Booklist 2024:

Reading/ Plan to

⚡ Other hobbies :

Traveling (in a slower (and more 'local') pace), Cooking, Indie video games that kindles innovation, translaton and subtitling, voluntary works
Trying to give public speeches or sharing?

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ZHANG Yixin's Projects

deltapapers icon deltapapers

Must-read Papers of Parameter-Efficient Tuning (Delta Tuning) Methods on Pre-trained Models.

dopamine icon dopamine

Fugu15 is a semi-untethered permasigned jailbreak for iOS 15

funnlp icon funnlp

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报

gfpgan icon gfpgan

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

gitbusters_blog icon gitbusters_blog

Nora, Marko, Steve and Ewelina's blog - https://fac9.github.io/nomastew-blog/

gpt-rag icon gpt-rag

Sharing the learning along the way we been gathering to enable Azure OpenAI at scale in a secure manner. GPT-RAG core is a Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

gpt4all icon gpt4all

gpt4all: an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue

hacker-roadmap icon hacker-roadmap

A collection of hacking tools, resources and references to practice ethical hacking.

hithesis icon hithesis

嗨!thesis!哈尔滨工业大学毕业论文LaTeX模板

instant-ngp icon instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

kuiperinfer icon kuiperinfer

带你从零实现一个高性能的深度学习推理库,Implement a high-performance deep learning inference library step by step

langchain-chatchat icon langchain-chatchat

Langchain-Chatchat(原Langchain-ChatGLM)基于 Langchain 与 ChatGLM 等语言模型的本地知识库问答 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM) QA app with langchain

leetcode icon leetcode

🔥LeetCode solutions in any programming language | 多种编程语言实现 LeetCode、《剑指 Offer(第 2 版)》、《程序员面试金典(第 6 版)》题解

leetcode-master icon leetcode-master

《代码随想录》LeetCode 刷题攻略:200道经典题目刷题顺序,共60w字的详细图解,视频难点剖析,50余张思维导图,支持C++,Java,Python,Go,JavaScript等多语言版本,从此算法学习不再迷茫!🔥🔥 来看看,你会发现相见恨晚!🚀

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