Art Kulakov
@artkulak
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Delivering observability & insights for online games & their players at Getgud 👾 Sharing knowledge about AI & Entrepreneurship
London, United Kingdom
Joined January 2020
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I am currently 22, I have a degree in Software Engineering and will get a degree in Data Science next year. Right now I am running my own outsourcing company for a little less than a year. I have experimented a lot to understand what I want to do, and here is my story:
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@DanKornas
I recommend looking into this github repository, it contains 500+ links to Machine Learning projects with CODE!
Can be very helpful for interview preparation and pet projects
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Are you still typing your emails in 2023?
Introducing `VoiceType`, a mighty Chrome extension that allows you to write your entire email from short voice prompt🤯
See my demo video below 👇 and upvote us on ProductHunt:
#ChatGPT
#GPT3
#VoiceType
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I like to grow by throwing myself into complex situations that I never face before. I take complex tasks that I have no idea how to solve, I move to another country, I do things that I am scared of professionally and mentally. This yields the quickest learning path for me!
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@marktenenholtz
In fact, the execution speed of ALL your Python code can be improved significantly by using just-in-time (JIT) compilation, which compiles Python code to machine code at runtime. There are Python libraries and tools that offer JIT compilation, such as Numba, PyPy, and Cython.
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I just learned about a very interesting hack for Bing Chat. It is called Indirect Prompt Injection but I call it “how to turn Bing Chat into a scammer”.
In this thread I want to share this hack with you! 🧵
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ChatGPT to the masses!
Here is a thread of everything you need to know about ChatGTP API that was released just now!
🧵
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Here are my top hard skills that I use when I wear ML Engineer hat.
▫️ Python + Torch, Sklearn, LGBM
▫️ AWS ML services + S3 + Lamda (similar on Google Cloud)
▫️ Jupyter notebooks
▫️ SQL
▫️ Google sheets
▫️ Software Engineering skills (Deployments, POCs)
▫️ Data Studio
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Zenen launched in the AppStore a week ago. The metrics are not looking good. We wanted to ride the hype wave of chatbots but were late; also we were not able to do the paid acquisition because the CPI is super high in the chatbot space now. But the goal of the month was achieved!
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Google vs Microsoft stocks after OpenAI+Bing presentation. It's interesting how people react to this
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Last week has not been easy; my fiancee and I finally moved to England on a UK Global Talent visa.🇬🇧 I want to tell you a little about this visa and how applying for it works.
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I am currently working on 3 startup hypotheses, and here is my plan for February.
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"We will introduce GPT-4 next week, there we will have multimodal models that will offer completely different possibilities – for example, videos," - said the CTO of Microsoft Germany today. Can't wait!
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I have been using time-tracking software like
@toggltrack
to track my work activities for 5 years now.
This has helped me be more productive and understand how I spend my time.
From the side, I seem a little crazy tracking all I do, but I have so much DATA to study 🙃
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Why is everyone creating their own newsletter these days? Is this a way to move followers from Twitter?
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When ChatGPT plays chess (as black) against another chess engine (as white), then you get such a game despite attempts to improve it, including trying to teleport shapes
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What is the action/place where the most interesting thoughts come to you?
For me it is when i am taking shower
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Have been quiet for a couple of weeks. Finally settled down for long-term rent in the UK and now I am ready to work in full power :)
I have to give up on Voicetype and Zenen ideas and now I will focus entirely on Getgud and earning some money because the cost of living is high
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Is better to pursue multiple goals at once or just focus on one main goal?
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My follower goal for February was 1300 followers, didn´t reach the goal this time. ❌
This is primarily because of my move to the UK, I didn´t have time to work on Twitter as much as I wanted.
The total time spent on Twitter in Feb was 15h
The goal for March is 1600 followers.
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I don't like the way of growing Twitter followers by doing "Like, Retweet, Follow, Comment" posts. But the more I see that this STILL works the more I want to try it out
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@csaba_kissi
Age 14: Python
Age 15: Python
Age 16: Python
Age 17: Python
Age 18: Python
Age 19: Python
Age 20: Python
Age 21: Python
Age 22: Python
Age 23: Python
Age 24: Python
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@marktenenholtz
Moreover, multiple monitoring tools are used during the model-serving process to make sure there is no drift and forecasts are stable over time. Here is an example pipeline from AWS Sagemaker.
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Just read an interesting research paper, you can get to top 10% of earners if you are smart, but it is not enough to get you further. I will attach the link in the comments 👇
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When I build startups I understand that the probability of success is extremely low, and I would be statistically in a much better position if I pursued a full-time position at FAANG. For some reason, I ignore this fact and continue building...
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I have been working on my main startup for more than half a year, and we are launching it very soon! We are building a very cool product for games! Any ideas about what problem we are solving?
Can you guess the map and the game from the video below? 🙂
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ChatGPT API pricing is 10 times lower than GPT3 API for the most powerful model; this is amazing!
(ChatGPT) gpt-3.5-turbo - $0.002 / 1K tokens
(GPT3) davinci - $0.0200 / 1K tokens
Can't wait when fine-tuning becomes available for ChatGPT as well
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If you're currently subscribed to the $20/month ChatGPT plan, you might consider switching to self-hosting using the newly available ChatGPT API. It's a more budget-friendly option that can help you save some cash.
Btw, what do you think about the future of the ChatGPT console?
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OpenAI just announced GPT-4. Here is a thread to show its capabilities in action!
🧵
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Did anyone make ChatGPT talk to Bing Chat? 🤔 This should be fun to watch!
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What tools/techniques do you use to learn something new? I am thinking to creat a post about my approach
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@ShivamG20165702
You can improve these projects significantly. Just:
- train a better model
- show better graphs, do better EDA
- wrap it into API/simple web app
- dockerize
- write unit-tests, do CI/CD
- write great docs
It will help you stand out from the crowd SIGNIFICANTLY!
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I started to experiment with different skills when I was 17. I tried game dev, web design, and front-end development before I found Machine Learning. I enjoyed coding ML algorithms a lot, the community was cool so it seemed it was a good choice to pursue a job in this field.
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@speckydude_js
Spending 2 months, not finishing the feature, installing npm package and then realising users don't need the feature
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When you use ChatGPT/Bing Chat do you verify the facts it provides? How do you do this?
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It is now June 2022 and we are doing pretty good now. We have 6 developers and 3 people including myself in management. I enjoy doing it and it finally feels like I am not working for someone else, but maybe I have just grown up 😅
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think the culture of writing X tweets per day kills creativity. What do you think?
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What was the first programming language you started with? For me it was Pascal
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I always set daily, weekly, monthly and yearly goals.
One of my goals for February is to reach 1300 followers on Twitter. What is yours?
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I got very descent in ML, and completed 2 internships by the end of 2019, but I felt like I don't enjoy working for other people, so I started to work as a freelancer on Freelancer and Upwork platforms.
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Why do I do several things at once?
1. I have the capacity to do it, I work long hours
2. I enjoy building new things a lot
3. I have a limited runaway and I need to squeeze the most value out of my time
4. Testing hypotheses has to be done super fast to succeed
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I am a very analytical person and I try to track and measure everything I can. So.. I have been tracking all my work activities for the past 4 years with a time tracker. Now I want to share my most important findings backed by data with you. 👇
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The launch of GPT-4 is garnering as much attention and anticipation as Apple product launches did in their early days. Honestly, it's difficult for me to conceive that an AI model could generate such hype.
P.S I heard rumors that GPT-4 will come equipped with four cameras. 🤐
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From Feb. 9 Twitter stops access to free APIs. That's bad because some of my engagements have been automated with APIs and Make. Hope to get access to paid API at least..
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At the end of 2021, I accidentally found great investors for my little outsourcing venture. So at the beginning of 2022, we registered ArtLabs as a C-Corp in the US. We continued to offer outsourcing for Small/Medium-sized businesses in the field of ML.
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OpenAI just released its new classifier to detect ChatGPT/other LLMs generated content. Here is a thread with all the known details so far
🧵
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@agazdecki
If you have a great idea for a startup, you should quit your job and go all-in to make it happen. Having a day job will just distract you from your startup and make it harder to be successful. That's what I think.
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It's very important to hedge risks. Don't have one source of income, but have multiple. Don't have one social media account, but have multiple.
It is an extremely easy concept, though I struggle with this often.
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In 2021, I experimented with hiring other people as well. We worked together on completing some of my Machine Learning projects and I felt like it can become some type of an outsourcing company. So in the summer of 2021, I created a website for my future company ArtLabs.
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So far my developer journey has been very exciting!
Age 14: Python
Age 15: Python
Age 16: Python
Age 17: Python
Age 18: Python
Age 19: Python
Age 20: Python
Age 21: Python
Age 22: Python
Age 23: Python
Age 24: Python
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I am still amazed by GPT-4 capabilities at times. Yesterday I was able to get a good tax consultation while sitting on the toilet, this is fascinating!
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January has been crazy for me on ProductHunt, but no more launches soon!
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At the beginning of 2021 I had a good Upwork profile, also I won a few ML competitions and there was a huge demand for my ML skills but I still felt like I need to move forward.
Upwork:
Kaggle:
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I find it much more fun to engage with small accounts on X. This feels like a personal conversation and I learn many new things. With big guys, the comments section often feels soulless for some reason
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2 tricks I use to get up very early:
1. Place a call with someone on a super early time (I do first call at 6am)
2. Pick an amount of money (let's say 10$); if you fail to get up early, instantly donate it to someone
Now I am able to get up early almost every day 😅
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Openai launched GPT store! You can access it if you are a paid user.
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We at will be attending
#gdc2023
this year! If someone is attending and wants to do some networking we created a list of people who are also coming. DM to me if you want to be added to the list.
I will leave the list in the comments here.
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Startups have the edge when it comes to speed of execution, as I've learned while trying to pick the right button layout on our landing page for a month 😅
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ChatGPT just solved 2 out of 3 HARD leetcode questions for me without any intervention. It can also solve ML interviews, I wonder how the interview process will change now...
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Getgud post went viral on Reddit. Unfortunately this is not our target audience, but Reddit is still in my heart ❤️
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@agazdecki
The best startups begin with a clear vision, but that vision is only the beginning. To be successful, startups must also execute flawlessly. A startup can have the best product in the world, but if it can't execute on its vision, it will ultimately fail.
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I believe great success comes from focusing on right KPIs.
Want to grow on X? You will naturally focus on follower count and maybe engagement, but you would be in a far better spot by building connections with people you like, even if it is just 10 people. They will eventually
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The upside of building a startup:
- Feel how ideas can transform to reality over time
- Try a wide range of technologies and
wear multiple hats at the same time
- Learn to move fast and understand what works and what doesn’t
- Understand deeper how to hire and work with great
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Someone made an operating system in Godot game engine! Can it get even cooler than this?
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My top social network list:
- Youtube: For education and podcasts
- Reddit: For finding the information I need without marketing bs
- Twitter: For connecting with interesting people
- Linkedin: For connecting with leads
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@agazdecki
This means that everyone on the team needs to be aligned with the company's mission and goals. Once you have a shared vision, you need to build a team that enjoys working together. This means that team members need to trust and respect each other.
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Open-source projects WILL help you find a job / clients if done correctly. In my previous startup, we implemented 2 open source projects with a team.
The process looked like this: I drafted some ideas relevant to the market we were targeting, researched, and selected simple but
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What is your favorite quick startup MVP tech stack?
I will start:
Front: React + Tailwind, ThreeJS if you want to stand out.
Backend: Node/Python
Landing page: WordPress + Elementor
Deployments: Google Cloud/AWS
User management: Firebase, Amplify
Payment: Stripe
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@agazdecki
Paying customers who provide feedback about your product and want to help make it better are gold
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Does anyone use Anki for repetitive learning? Want to make a post about it
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OpenAI just wrote that ChatGPT is now available via API, which means every developer can add it to their application in literally one evening.
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@BowTiedTanuki
Here is my list:
1. Programming fundamentals
2. Data structures and algorithms
3. Object-oriented design
4. Software architecture and design patterns
5. Software testing and debugging
6. Version control
7. Problem-solving and analytical skills
8. CI/CD
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Large language models are fascinating! There have been thousands of threads on Twitter about how great they are. But we have to be aware of their concerns and limitations. Here is a thread about this.🧵
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In the world of product development, we often overlook the SDK. This quiet yet crucial component is the bridge to our APIs, holding immense power in its code. One error and it can bring everything down. Crafting a flawless SDK isn't just a task; it's a cornerstone for both
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A great business home page is the best time-to-value investment to bring more leads for any business. That's why I spent last week and gonna spend this week on improving it.
Adding pricing plans, making it look as nice as possible, and showing cool features. In the long run,
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