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14 contributions to Data Alchemy
[Maybe an] Unpopular Opinion on Professionality - Ethics on an AI World
I have seen many people in places related to AI and related fields brag about how they do business in automation while having little to now knowledge of the inner details of coding or the way agents and models work. Not knowing the whereabouts of your job is, for me, a lack of professionality and a disloyalty to the customers. Building things using AI tools or asking ChatGPT to code for you may be cool if you are learning or trying to impress someone, but if you want to start a business or a company you shouldn't go that way. Because there will be troubles that you must be able to solve. Customers expect a provider that knows what they are doing and how to fix issues that will appear. If top companies like Microsoft, Apple or Android have had problems with code written and compiled by humans that know what they are doing, so are you going to have. When you start coding, one of the things they told you is that at some point you will spend more time checking the code than writing it. Learn to code and don't rush to a fever that may flop before you're even ready. And most important, for me, be honest to your customers.
1 like • Oct 22
Very important topic . Thanks dear
I built an intelligent assistant for customer support
A few weeks ago, I asked myself a simple question: What if an assistant could answer all the frequently asked questions for e-commerce services or any online business? So, I built an intelligent assistant 🛠 An AI assistant that understands my own documents (FAQs, procedures, customer guides...) and automatically responds to users. ➡ Less time wasted. ➡ Higher customer satisfaction. Today, this solution can be adapted to any business that wants to automate its customer support or create an AI assistant based on its existing documentation. The demo is available here : https://www.linkedin.com/posts/virtuel-all-tech_are-you-spending-too-much-time-answering-activity-7385225696425435136-JNs4?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFNTSu0BMmAIuDsPU-opNQXNfJE12Ba-Vg4
I built an intelligent assistant for customer support
1 like • Oct 22
Noted!
🔥 Closed Another Client! 🔥
Just wrapped up another amazing deal — ₹20,000 upfront payment received! 💸 This client needs a Website + Automation setup, and I’m super excited to get started on this project. Each new client reminds me how consistency and good communication always pay off!
🔥 Closed Another Client! 🔥
4 likes • Oct 21
Proud of you
1 like • Oct 22
Very important!
5 likes • Oct 21
Hmm let me think
0 likes • Oct 22
Very important in this day and age
RAG (Retrieval-Augmented Generation) Architectures
This week, we will explore more about RAG Let us discover his different architectures by this image. You can explore our last RAG project for a customer support here 👉 :https://lnkd.in/ey5p23_P
RAG (Retrieval-Augmented Generation) Architectures
9 likes • Oct 21
Nice
3 likes • Oct 22
Thanks
1-10 of 14
Michael Johnson
4
89points to level up
@michael-johnson-7740
Energy Modeller (Python, C++)

Active 4h ago
Joined Oct 21, 2025
INFJ
USA/Boston
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