LearnWithAkilesh

Learning & Helping aspiring developers learn faster, build better projects, and grow their careers. Lets learn during scrolling

[LearnWithAkilesh @LearnWithAkil]

While AI can help write scripts, PowerShell remains the language that keeps countless enterprise environments running.

Automation never goes out of style.

#PowerShell #DevOps #Automation #Azure #CloudComputing #Scripting

[LearnWithAkilesh @LearnWithAkil]

Why is PowerShell still irreplaceable?

Because it's more than a command-line tool. It's an automation powerhouse.

With PowerShell, you can:
✅ Manage Windows server
✅ Administer Active Directory
✅ Manage Azure resources
✅ Query system information
✅ Orchestrate workflows

[LearnWithAkilesh @LearnWithAkil]

The trend is clear:

➡️ AI for developers
➡️ AI for scientists
➡️ AI for lawyers
➡️ AI for healthcare
➡️ AI for finance

The future isn't one AI for everyone.

It's specialized AI built for every profession.

#AI #Claude #GenerativeAI #ArtificialIntelligence #LLM

[LearnWithAkilesh @LearnWithAkil]

🚀 AI is entering its next phase.

First, we had general-purpose AI assistants.

Now, we're seeing domain-specific AI.

This week, Anthropic introduced Claude Science, an AI workspace designed specifically for scientific research.

#SoftwareEngineering #AI

[LearnWithAkilesh @LearnWithAkil]

🧵 1/5

⚡ Want to become 10x faster with Vibe Coding?

AI isn't replacing developers.

It's replacing repetitive work.

The best developers know how to collaborate with AI, not compete with it.

Here's a simple 5-step workflow 👇

#VibeCoding #AI #Programming #Developer

[LearnWithAkilesh @LearnWithAkil]

🧵 1/7

🚀 Who is a Forward Deployed Engineer (FDE)?

It's one of the fastest-growing roles in the AI and enterprise software industry.

But what does an FDE actually do?

Let's break it down 👇

#ForwardDeployedEngineer #AI #SoftwareEngineering #TechCareer

[LearnWithAkilesh @LearnWithAkil]

@Shaanxeng Hey, let's connect

[LearnWithAkilesh @LearnWithAkil]

We all have days when we feel mentally drained or low.

When that happens, what helps you get back on track?

Share your tips or habits👇

#Productivity #SelfImprovement

[LearnWithAkilesh @LearnWithAkil]

@nikhil_thakur70 Let's connect

[LearnWithAkilesh @LearnWithAkil]

@riteshpatel1884 E would give all

[LearnWithAkilesh @LearnWithAkil]

@suyash_codez Hi 👋

[LearnWithAkilesh @LearnWithAkil]

@uday_devops All are required. What's yours

[LearnWithAkilesh @LearnWithAkil]

What would be your approach to crack a complex solution?

Either in your office work or projects

[LearnWithAkilesh @LearnWithAkil]

@devops_nk The reverse also to be expected in near future 😀

[LearnWithAkilesh @LearnWithAkil]

@thepoonam0914 Python would be a better programming language to start universally. Since everything in tech is moving towards python

[LearnWithAkilesh @LearnWithAkil]

7/7
🚀 Interview Answer in One Line:

A Transformer is a neural network architecture that uses self-attention to understand relationships between words, enabling fast, scalable, and context-aware language processing.

It's one of the biggest breakthroughs in modern AI
#GenAI #AI

[LearnWithAkilesh @LearnWithAkil]

6/7
📚 A Transformer doesn't just memorize text.
It learns patterns like:

• Grammar
• Context • Relationships
• Reasoning patterns
• Coding styles
• Language structure

That's how it can generate coherent responses instead of simply retrieving answers.
#Python #LLM #AI

[LearnWithAkilesh @LearnWithAkil]

5/7
🏗️ Where are Transformers used?
Almost everywhere in AI:

🤖 ChatGPT
💬 Claude
🌟 Gemini
🖼️ Image generation
🎤 Speech recognition
🌍 Machine translation
💻 Code generation

They're the foundation of modern Generative AI.
#Tech #AIModels #Programming

[LearnWithAkilesh @LearnWithAkil]

4/7
⚡ Why were Transformers a breakthrough?

Compared to older models like RNNs and LSTMs, Transformers

✅ Process text in parallel
✅ Handle long contexts better
✅ Learn relationships between distant words
✅ Scale efficiently to billions of parameters

#GenAI #AI

[LearnWithAkilesh @LearnWithAkil]

3/7

👀 The secret sauce: Self-Attention

Self-attention helps the model decide which words are most important when understanding a sentence.

#LLM #DeepLearning #NLP

[LearnWithAkilesh @LearnWithAkil]

2/7

🧠 What is a Transformer?

A Transformer is a deep learning architecture designed to process sequences of data, such as text

Unlike older models that read one word at a time, Transformers can process all words in parallel, making them much faster and more effective

#AI #ML

[LearnWithAkilesh @LearnWithAkil]

🧵 1/7

🤖 GenAI Interview Question:

What are Transformers?

If you've used ChatGPT, Claude, or Gemini, you've already used a Transformer model.

But what exactly is a Transformer?

Let's simplify it 👇

#GenAI #Transformers #LLM #AI