Avi Roshkovan
@RoshkovanAvi
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Founder @ , | Machine Learning Engineer | Helping businesses integrate AI
Joined November 2021
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🚀 Exciting News! 🚀
FastML is officially live! 🎉 Your ultimate MLOps boilerplate for rapid ML development and deployment is here. Connect, preprocess, model, deploy, and monitor seamlessly. Explore now at and revolutionize your ML workflow! 🌟
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👋 Hi there!
I'm Avi, a Machine Learning Engineer and a startup founder with over 5 years of experience.
💡 Here, I'll be sharing:
- 💻 SaaS Development
- 🛠️ Useful Tools
- 🤖 Technical Skills about AI
- 🗺️ Development Roadmaps
🔍 If you're interested in learning about these
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Business owners who still haven't realized that they need AI-based automations?
Your time is running out.
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Do you want to become "AI experts"? Start from the basics, go study data science, train models, clean data - there is no other way. Using existing tools is nice, but it will not make you an expert.
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Netflix just transformed how they recommend what you watch. They've consolidated multiple ML models into one. This is big.
The Old Way: Before, Netflix used separate ML models for each recommendation task - like what to watch next or similar shows. It was complex and messy.
The
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3 days ago someone asked me what is my goal for December?
I answered that I want to hit 150 followers.
3 days passed and I already hit my goal 🫶
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Are there people here trying to learn how to become machine learning engineers and need help? Feel free to contact me privately 🫶
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Developers and SaaS founder with less then 1000 followers?
I’m here for you, let’s grow together 🫶
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Top 5 Essential Machine Learning Skills for ML Engineers in 2024 🚀💡
Programming Mastery: Dive into Python, R, SQL, and Java. Programming is the backbone of ML, and Python reigns supreme for its versatility and rich library ecosystem. Mastering these languages is non-negotiable
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In the B2B SaaS world of 2024, a startling truth emerges: 95% of your market isn't actively buying. This reality flips traditional sales strategies on their head, demanding a deeper dive into understanding the non-buying majority.
The Fierce 5%: The battle for the 5% in buying
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Hey 👋
I’m looking for a SaaS developer (full stack developer) to join my project and bootstrap together.
I’m a Machine Learning developer with 5+ years of experience and I have tons of ideas.
So if you want to make something cool together - hit me up 🤙
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Bro you are not an AI consultant because you learned how to use ChatGPT - just stop this nonsense 🥲
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Good morning for all the hustlers out there, what are you going to achieve today? 🏆
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You know what’s funny? All these AI gurus that trying to tell you how AI is going to change your business but they never wrote a single line of code in their life 🤷♂️
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Small Business Owners, Listen Up!: Think AI is just for the big tech giants? Think again. AI can be your secret weapon. Here's how it's changing the game for small businesses.
Customer Service Revolutionized: AI chatbots aren't just cool; they're efficient. They handle queries
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🌟 DINO (Distillation with NO labels) is a groundbreaking approach in computer vision, blending knowledge distillation and similarity learning. Let's explore how DINO is reshaping the landscape of machine learning models.
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You can’t earn money without providing value first.
Agree?
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Starting a new project today, starting to build an app for diabetics (my little brother is diabetic and I see his daily behavior and I want to help him and other people as much as possible). Follow me to be part of our progress during development 💻🧵
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@faster7861
👋 Hi there!
I'm Avi, a Machine Learning Engineer and a startup founder with over 5 years of experience.
💡 Here, I'll be sharing:
- 💻 SaaS Development
- 🛠️ Useful Tools
- 🤖 Technical Skills about AI
- 🗺️ Development Roadmaps
🔍 If you're interested in learning about these
1
0
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In today's competitive business landscape, Artificial Intelligence (AI) automation has emerged as a crucial factor for success and longevity. AI offers unparalleled efficiency, insights, and capabilities that are rapidly becoming essential for businesses to thrive.
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Nothing compares to the feeling when you see all your hard work start to pay off 🧠😮💨
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I built today 3 AI based automations and a lead magnet bot for a costumer.
It is already showing signs of changing his life.
That why I love to my job 🫶🙏
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In the last nine months in which I have been building my two startups at the same time ,the most important thing I learned - there is no such thing as I don't have time, there is such a thing as I don't manage my time correctly.
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In the world of Machine Learning, it's not just about building models. It's about creating real products. This means diving into integrations, deployment, and scalability. Even if you're not an MLOps expert, there are best practices to kick off your project effectively.
Start
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Decision Trees for Classification
Decision Trees are a type of supervised learning algorithm used for classification (and regression) tasks. They model decisions and their possible consequences as a tree-like structure, making them intuitive and easy to understand.
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Excited to launch Invstr AI on Product Hunt today! Our AI-driven investment platform is now live. Let's get to
#1
with your support! 🌟 Please upvote and help us make investing smarter for everyone.
Link is in the second tweet 🔽🔽🔽
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Ever wondered how ChatGPT and other LLMs work? It's not just about coding; it's about understanding language and the world. Let's dive in.
The Essence of Machine Learning: LLMs are the pinnacle of decades of AI research. They're not just about processing language; they're about
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As promised, updating you on the High Level design I made yesterday for the app I'm going to build for diabetics. Some things are currently hidden to keep some "secret" - promise to share more soon.
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2024 is just around the corner, have you already made a list of goals for next year?
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🖥️ Dreaming of becoming a self-made machine learning engineer? I've got a complete roadmap just for you. Follow me and comment 'roadmap' below and start your journey to mastering ML today!
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Would you help me get 100 signups for the waitlist for my new SaaS?
Link in comment ⬇️⬇️
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🧠In the world of deep learning, hyperparameters are the unsung heroes. They play a crucial role in model performance, but what exactly are they, and how do we fine-tune them? Let's dive in.
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Just built an insane lead magnet with AI for a personal trainer, I have no doubt that it will bring ton of leads 🚀🧠
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How My Client Doubled Leads with AI Chatbot & Automation: A Thread 🚀
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In the dynamic world of business, Software as a Service stands out with its unique model. SaaS businesses thrive on recurring revenue, a steady stream of income generated through ongoing subscriptions or service fees. This model has revolutionized how software is delivered and
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Understanding Random Forests in Machine Learning with Python Code 🌲🧠
Random Forest is a supervised learning algorithm used for both classification and regression tasks. It's an ensemble method that combines multiple decision trees to improve prediction accuracy and prevent
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There are still people who learned two months ago to use ChatGPT and call themselves AI experts? Or has this trend already passed?
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Stuck in a Machine Learning Rut?
If you're spinning your wheels in ML, it's time for a change. Here's a no-BS guide to leveling up your ML game.
Don't just skim the surface. Dive deep into ML fundamentals. Understand algorithms, not just use them. Basics are your ML backbone.
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💻 In the realm of machine learning, PyTorch and TensorFlow are two titans. Each has its strengths and applications, making the choice between them pivotal for ML projects. Let's dive into their key differences and uses:
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With ChatGPT's release, AI grabbed the spotlight like never before. But what's next for machine learning in 2024 and beyond? Let's explore.
Data: The Heart of AI: Data remains king. As AI evolves, the demand for skilled professionals in data extraction, analysis, and
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There is nothing I love more than helping businesses integrate artificial intelligence into their day-to-day processes. nothing.
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Imagine an AI that adapts to your learning style. LoRA (Low-Rank Adaptation) is making this a reality, transforming generic LLM responses into personalized teaching experiences.
The LoRA Revolution: Traditional fine-tuning of LLMs like GPT-4 is a resource-intensive task. LoRA
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Exploring Support Vector Machines (SVM) in Machine Learning with Python Code
Support Vector Machines (SVM) are a type of supervised learning algorithm used for classification (and regression) tasks. They work by finding the hyperplane that best separates different classes in the
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Just thoughts of the night, people still buy pictures of monkeys and think it's worth money?
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In the world of data, it's time to move beyond mere dashboards. The key? Mastering the art of storytelling with data.
The Trashboard Dilemma: Ever created a dashboard in a rush, only for it to be ignored? Welcome to the world of 'trashboards'. But there's a better way.
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I worked 17 hours yesterday and enjoyed every moment. 2024 is the year to explode 🚀
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Hi X,
It would really help me if you would give your opinion on
If you like it, I will greatly appreciate it if you sign up for our waiting list 🧠
#buildinpublic
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Ever thought your Data Science course had it all? Think again. When it comes to applying ML in business, there's a whole new world beyond the classroom.
Targeting Right: The first step in ML? Knowing what you're predicting. It's not just data; it's about understanding customer
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A few complex days passed for me, unfortunately I was less active here. What's new?
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I built AI automations + an AI based lead warming chatbot last night for fitness trainers and posted on Instagram.
After two hours I received dozens of inquiries from fitness trainers who were interested in the product. This is the future.
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Understanding Machine Learning with Python Code Snippets - New Series
In supervised learning, we train the model using labeled data. One of the simplest forms of supervised learning is linear regression, where we predict a continuous output based on one or more input features.
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Move over traditional methods! LLMs are redefining how we get recommendations, making them not just accurate but also explainable.
Beyond Predictions to Explanations: It's not just about what you might like; it's about why. LLMs offer context-based explanations for each
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🌐 Big News: Invstr is Now Invxst!
We're on the cusp of a new era and thrilled to unveil the evolution of our brand: Invstr has rebranded to Invxst.
Why Invxst?
The introduction of 'x' in our name symbolizes the multiplied impact, cross-disciplinary innovation, and the
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In a world full of data, why you think business fail to analyze it correctly?
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No one is coming to help you, you are the only one who can make it happen
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In the rapidly evolving landscape of machine learning (ML), maintaining the accuracy and reliability of models is a constant challenge, especially when deployed in production environments. A key aspect of this challenge is effectively monitoring and managing drift in ML
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Started to build a MLOps boilerplate for ML engineers.
GOING TO HELP DEVELOPERS TO SHIP AND DEPLOY ML PIPELINES FASTER 🚀
#buildinpublic
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A lot of people underestimate the importance of a proper MLOps pipeline.
It’s literally can be the thing that either kill your business or make it thrive
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In your opinion, what is the most important currency of the 21th century?
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700 amazing users already signed up for
I’m super excited about the future 🫶🚀
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🎉 Overwhelmed with gratitude! Thanks to your incredible support, we've hit 230 upvotes on Product Hunt for Invstr! Each upvote brings us closer to transforming the world of investing. Huge thanks to this amazing community! 🙏
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In a world rapidly shaped by technology, the convergence of artificial intelligence (AI), machine learning (ML), and Software as a Service (SaaS) is not just an intersection; it's a powerful fusion that's redefining how we interact with digital solutions.
AI and ML are the
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In the ever-evolving landscape of technology, MLOps pipelines have become a cornerstone for businesses seeking to leverage AI and machine learning. Let's explore a compelling case study that illustrates the transformative power of MLOps in a real-world business scenario.
🔍 Case
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Hey Twitter / X Algorithm, connect me with these people:
- Software Engineers 🖥️
- Machine Learning Engineers 📊
- Entrepreneurs 📈
- AI business owners 🤖
- SaaS creators 💵
If you are one of those, say "Hi" and let's build a supportive, engaging and fun community together.
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I just closed a client for 5 figures - businesses that have realized that they need to implement artificial intelligence in their business are already ahead of other businesses.
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Building an MVP is like stepping into a boxing ring, unsure if you'll triumph or get knocked out.
🚀 As an entrepreneur, crafting your MVP (Minimum Viable Product) is your first real test in the market's ring. It's not just about building a product; it's about validating your
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Interview Prep for ML Engineers: Top tech companies now expect ML engineers to excel not just in coding but in comprehensive system design. This means acing algorithm problems, system design, and deep ML knowledge in interviews.
Cracking the ML Development Cycle: Master the full
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You don't need to raise money for your startup to succeed.
Change my mind.
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All you need is one good client a year that is willing to pay for your high ticket service, that’s it
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Imagine AI that not only decides but explains. Welcome to the world of Explainable AI (XAI), where LIME and SHAP are turning AI mysteries into understandable insights.
Beyond Black Boxes: Traditional AI models are like locked vaults. XAI opens these vaults, making AI transparent
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Think finding the perfect Airbnb is tough? Try designing its search algorithm.
The challenge: a text-similarity approach isn't enough.
The solution: a machine learning model predicting booking probabilities.
The ML Magic Behind Your Next Stay: It's not just about listing
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@ArticleAlchemy
ChatGPT is the only think hyped, when you are looking for truly innovative solutions that help the world we have so much to go
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There are clients who are willing to pay 6 figures for your service and there are clients who are not willing to pay $100, want to guess the difference?
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Every client who comes to me receives personal treatment and a personalized solution until he tells me "Avi, I like what you did, you helped me a lot"
There is no other option.
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A product roadmap is more than a plan; it's a strategic vision that guides your startup's journey. It's about aligning your team, resources, and goals to turn your vision into reality - See how to create one:
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