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_posts/2023-07-12-ml-job.md

@@ -8,7 +8,7 @@ usemathjax: true
 
 ## Financial Situation
 
-Life is tough. After dropping out of university after the first year in July 2014, Zhiwei has already worked and studied in this society for 9 years. He remembered that at that time, he came to Kunshan, China, a city nearby Shanghai. Passionate, curious and energetic. One day, after he logs off the work, he meets sisters and brothers on the road to sell him the houses. The price is around 7000 CNY a square meter. As he just worked as an intern software engineer, is busy on learning things and just got his first salary which is around 4800 CNY, he didn't listen to them. He thought that was quite expensive and they are somehow cheating him. Now, he knew that those people were saving him at that time because the price of those houses climbed to around 27000 CNY a square meter now.
+Life is tough. After dropping out of university after the first year in July 2014, Zhiwei has already worked and studied in this society for 9 years. He remembered that at that time, he came to Kunshan, China, a city nearby Shanghai. Passionate, curious and energetic. One day, after he logs off the work, he meets sisters and brothers on the road to sell him the houses. The price is around 7000 CNY a square meter. As he just worked as an intern software engineer, is busy learning things and just got his first salary which is around 4800 CNY, he didn't listen to them. He thought that was quite expensive and they are somehow cheating him. Now, he knew that those people were saving him at that time because the price of those houses climbed to around 27000 CNY a square meter now.
 
 In retrospect and essence, he didn't have enough life experience to foresee things and knew little about how society works. What's fortunate enough is that he learned so many things in these 9 years. He tried so many things and did a lot of errors. But just like what he said, he now saw errors as lessons, as wealth. As long as one is healthy and had not gotten many debts, everything can be started over. If you lost friends, you can make new ones. If you lost your job, you can find new jobs. You just had to find things to do to live in this world. And you had to get busy to fight for slight depression or permissive that was raised by the trouble of the living itself. 
 
@@ -30,13 +30,13 @@ Everyone is different in some ways, and everyone's life progress is different to
 
 Just like his crazy ways to make bilingual videos to publish to some big social networks globally to help people learn English, including LinkedIn and WeChat Platform. Some people might be offended or uncomfortable as unable to speak English as fluently as Zhiwei. They say it is not important. They say it is too troublesome. Life already is very hard. Why does Zhiwei keep telling them you are still not excellent as me, so you need to study more? That mistake happened in Zhiwei's life one time by one time. 
 
-Zhiwei decided today too he will change only himself without changing any more to others. He will not change his wife, his parents, his friends, his readers, and his daughter. He will treat other people just like he treats his daughter. He just prepares the iPad, and opens the Youtube Kids, to let his daughter watch English animations in China. And she likes it and it is fine. If she doesn't want to see it, it is ok. As he already knew that the kids of his Indian, Singaporean, Hong Kong colleagues are very good at speaking English, so he want his daughter to be able to be confident to talk and work with them when she grows up. And he still made conflicts with his parents about this. His parents want the baby girl to watch Chinese animations. One reason is because of Apple TV in China is hard to use because of the network problem. Another reason is that his parents think that, it is not urgent for herself now to learn English. 
+Zhiwei decided today too he will change only himself without changing any more to others. He will not change his wife, his parents, his friends, his readers, and his daughter. He will treat other people just like he treats his daughter. He just prepares the iPad, and opens the Youtube Kids, to let his daughter watch English animations in China. And she likes it and it is fine. If she doesn't want to see it, it is ok. As he already knew that the kids of his Indian, Singaporean and HongKong colleagues are very good at speaking English, so he want his daughter to be able to be confident to talk and work with them when she grows up. And he still made conflicts with his parents about this. His parents want the baby girl to watch Chinese animations. One reason is because of Apple TV in China is hard to use because of the network problem. Another reason is that his parents think that, it is not urgent for herself now to learn English. 
 
-However, Zhiwei knew that it is not much effort. He is ok to set up a mobile phone in the car and let his daughter watch the English animations along the journey. Though he is not able to help his daughter to watch English animation on the big tv in his parent's home because, in recent one year, his parents and lived in different buildings in the apartment complex. He will only come to the home of his parents to take dinner meals. And his parents are worrying a lot about his leave of his current job and also couldn't understand Zhiwei's AI passion and learning passion, so Zhiwei will tell them his message with this article too. 
+However, Zhiwei knew that it is not much effort. He is ok to set up a mobile phone in the car and let his daughter watch the English animations along the journey. Though he is not able to help his daughter to watch English animation on the big tv in his parent's home because, in recent one year, his parents and lived in different buildings in the apartment complex. He will only come to the home of his parents to take dinner meals. And his parents are worrying a lot about the leave of his current job and also couldn't understand Zhiwei's AI passion and learning passion, so Zhiwei will tell them his message with this article too. 
 
-Zhiwei is totally living on the Internet. He did most of the things online. His body is walking and sitting in the physical world with his mind always connecting with the Internet, the global information. 
+Zhiwei is totally living on the Internet. He did most of the things online. His body is walking and sitting in the physical world with his mind always connecting with the Internet, the global information.
 
-Why Zhiwei want to do about AI? That's a long story. First, he found that he can do machine learning in easy ways, like printing variables to learn the dimensions of the variables in the Neural Networks. And just like he says, he is an information genius now after he started programming in 2008 in his first year of junior middle school. It passed 15 years. 
+Why does Zhiwei want to do about AI? That's a long story. First, he found that he can do machine learning in easy ways, like printing variables to learn the dimensions of the variables in the Neural Networks. And just like he says, he is an information genius now after he started programming in 2008 in his first year of junior middle school. It passed 15 years. 
 
 What's the intrinsic principle behind Zhiwei's plan about all things? One is that he wants to learn for the rest of his life for the best interests of his life. By doing so, he and his family can have a good living. And Zhiwei has a lot of fun on the journey. Though learning is usually painful, however, the exciting moments time by time is very wonderful. And after some time learning some topic, you find that your brain is very sharp, and you are very fulfilling. That's how Zhiwei feels after listening to Japanese short videos for several months, now he is very comfortable listening to the sound of Japanese though he doesn't know the meaning. 
 
@@ -59,7 +59,7 @@ Besides skills, let's look at the tools I have used. They are detailed tools tha
 * Natural Language: English, Chinese, Cantonese, Hakka
 * Operating System: Linux, Windows, MacOS, Android, iOS, OpenWRT, Symbian, Apple tvOS, Fire OS
 * Language: PHP, Java, Objective-C, Swift, Ruby, HTML, C, C++, JavaScript, Lisp, Clojure, TypeScript, Node.js, Go, Python, Pascal
-* Domain specific language: JSON, CSS, SQL, NoSQL, Kusto Query Language
+* Domain-specific language: JSON, CSS, SQL, NoSQL, Kusto Query Language
 * Framework & Database: jQuery, Hexo, Jekyll, React, MongoDB, PostgreSQL, Microsoft SQL Server, Stylus, Sass, MySQL, Redis, Kafka,  RTMP streaming, HTTP/IP, Vue, Spring, Hibernate, Netty
 * Math: Calculus, Linear Algebra, Latex
 * Development Tools: NPM, Webpack, Git, Travis CI, HomeBrew, Gradle, Maven, Xcode, VSCode, Sketch, Powershell, IntelliJ IDEA, Cocopods, Android Studio, Jenkins, SonarQube, WordPress, Nginx, ChatGPT, Elasticsearch, Docker
@@ -72,10 +72,10 @@ Besides skills, let's look at the tools I have used. They are detailed tools tha
 
 ## Job Requirements
 
-The jobs requirements I am asking for:
+The jobs requirements I am asking for are:
 
 1. About locations, if it is an on-site position, I need it to be in Guangzhou. If it is a remote position, then anywhere is fine. But I am only able to take Earth positions. Because I don't trust the story about humans going to the moon around the 1970s.
-2. My long-time role model is Paul Graham, Steve Jobs, Yin Wang, Dan Friedman, John Schulman, Greg Brockman, and Sam Altman. I learn from them to do anything in my life since my high school. If my current boss is not a fan of some of them, it is surely not what I want. Sorry.
+2. My long-time role model is Paul Graham, Steve Jobs, Yin Wang, Dan Friedman, John Schulman, Greg Brockman, and Sam Altman. I learn from them to do anything in my life since high school. If my current boss is not a fan of some of them, it is surely not what I want. Sorry.
 3. About what I want to do daily. I want it about Neural Networks, Transformer, Large Lanague Training, AI alignment, NLP and Python.
 4. About the business, I don't have a specific one, any business is fine if it helps me gain experience in AI domains. 
 5. About the job compensation and benefits, I want the monthly salary to be from 30k to 50k CNY respective to the standard for the market in big cities in China. We can discuss more when we are ok. And regarding the base for a house fund and social insurance, I want it to be not below 20k. 
@@ -90,16 +90,16 @@ The AI works I have done:
 
 1. The replication code about the example from the book Neural Networks and Deep Learning, please check out https://github.com/lzwjava/neural-networks-and-zhiwei-learning.
 2. The AI learning articles. Zen and the Art of Machine Learning, https://lzwjava.github.io/zen-neural. I Finally Understand How Neural Network Works,  https://lzwjava.github.io/neural-network. 
-3. Did some LLM training and Neural Network training on my laptop. Read the transfomer paper and walked through the code.
+3. Did some LLM training and Neural Network training on my laptop. Read the transformer paper and walked through the code.
 5. To be honest, it is kind of simple. But not that simple too. I understood the essence that neural networks are nothing about neurals, Machine Learning is nothing about learning. They are all about differentiable computing, calculus and differentiable programming. The world is wrong about it. They don't carefully give them correct names as my teacher Yin Wang does. 
 
 ## AI Ideas
 
 1. to train a large language model about all sensitive data of the company, especially the big companies. So the employees can open and use most of the website and tools when they input to share. Our LLM model is just smart enough to detect whether it contains sensitive data. They can use Twitter, they can watch Youtube to learn, and they can use GitHub on their company laptops. Why companies are not starting to do it? They might be ok to accept so as their security VPN works for like this for 10 years. And nobody has the boldness to challenge this. The security teams in big companies are just not smart, energetic, and careful enough as Zhiwei to think out this idea. No one should work on a laptop there is just work, only a few work tools and a few websites without having any fun with videos or smart tweets.
 
-2. Large language model in all information control areas. I still emphasize that transformers are very smart to analyze the relationship between words, and characters. They have almost the same correctness in categorization with that of people though they don't understand a bit. It is all about algorithms. So Zhiwei has a lot of things to do and has a lot of machine learning opportunities in the future. So he can quit his current job though he got 1.2 million in debt. 
+2. Large language model in all information control areas. I still emphasize that transformers are very smart to analyze the relationship between words, and characters. They have almost the same correctness in categorization as that of people though they don't understand a bit. It is all about algorithms. So Zhiwei has a lot of things to do and has a lot of machine learning opportunities in the future. So he can quit his current job though he got 1.2 million in debt. 
 
-3. The domain-specific ChatGPT, like EquitiesGPT, MutualFundsGPT, PaymentGPT, WealthGPT, CryptoGPT, EducationGPT, HouseGPT, KidGPT, GirlGPT, FinanceGPT, PhysicsGPT, HighSchool GPT, DesignGPT, BookGPT, CommentGPT, NewtonGPT, JapaneseGPT. As ChatGPT just has public information, so there are still a lot of information that are not trained to the models, are not fed into the transformer to analyze. 
+3. The domain-specific ChatGPT, like EquitiesGPT, MutualFundsGPT, PaymentGPT, WealthGPT, CryptoGPT, EducationGPT, HouseGPT, KidGPT, GirlGPT, FinanceGPT, PhysicsGPT, HighSchool GPT, DesignGPT, BookGPT, CommentGPT, NewtonGPT, JapaneseGPT. As ChatGPT just has public information, so there is still a lot of information that is not trained to the models, are not fed into the transformer to analyze. 
 
 ## Please Help Me
 
@@ -109,11 +109,11 @@ And in these two years, I added around a hundred people to WeChat who are HR and
 
 Thanks, everyone. Zhiwei is not doing harm by acting like a genius. He deeply believes everyone can become a genius if they are free to suspect and think. Our brains are magical. It is innovative, super-talented, 16 hours working ChatGPT. And it is able to do critical thinking to make things right and make ideas right. 
 
-Thanks again. This is what Zhiwei wants to say today. And he helps people around him in these years to learn English, to work in a global company, to become an information genius, and to achieve what he already achieved, he wants to get help back. So friends, please help me with this if you can. Thanks much.
+Thanks again. This is what Zhiwei wants to say today. And he helps people around him in these years to learn English, work in a global company, become an information genius, and achieve what he already achieved, he wants to get help back. So friends, please help me with this if you can. Thanks much.
 
 ---
 
 Zhiwei Repost words:
 
-Thank you, my bosses, my colleagues, and friends, family. In these 8 months passed,  I am happy to learn about two global cloud platforms and do something for users bosses, and colleagues in the company while studying machine learning and Japanese in leisure time. Now, Zhiwei is going to have a new chapter in his life, to become a machine learning engineer. After 28 years of learning and struggling,  Zhiwei is tired, but he wants to use his brain to achieve more. He doesn't have 50 million dollars to start AI journey like some famous founder in China. He just has his brain with all the information human beings ever created, but it is enough. Thank you! 
+Thank you, my bosses, my colleagues, and friends, family. In these 8 months passed,  I am happy to learn about two global cloud platforms and do something for users bosses, and colleagues in the company while studying machine learning and Japanese in leisure time. Now, Zhiwei is going to have a new chapter in his life, to become a machine learning engineer. After 28 years of learning and struggling,  Zhiwei is tired, but he wants to use his brain to achieve more. He doesn't have 50 million dollars to start an AI journey like some famous founder in China. He just has his brain with all the information human beings ever created, but it is enough. Thank you!