DEEPENDRA PRATAP SINGH

Freelancer || Software Engineer in EPAM

[DEEPENDRA PRATAP SINGH @DEEPEND83787582]

Fine-tuning isn’t about making AI smarter.
It’s about making it reliable.
General models give good answers.
Fine-tuned models give consistent, usable answers.

When output matters more than creativity —
fine-tuning matters.
#AI #FineTuning #GenAI #MachineLearning

[DEEPENDRA PRATAP SINGH @DEEPEND83787582]

Which matters MORE for getting a job ?

A) Projects
B) DSA
C) Connections

#letsconnect

[DEEPENDRA PRATAP SINGH @DEEPEND83787582]

AI won’t take your job.
But a developer who knows AI might.

2020: learn syntax
2025: learn systems + prompts + problem-solving

The devs who adopt AI now won’t just keep up —
they’ll outrun everyone else.

#AI #Coding #Developers #GenAI

[DEEPENDRA PRATAP SINGH @DEEPEND83787582]

@debugpulse done

[DEEPENDRA PRATAP SINGH @DEEPEND83787582]

Hi! I’m looking forward to #connect with people who are interested in

👨‍💻DSA
🪩Web Development
💼Freelancing
🎨Frontend
🚨Backend
⚛️React
👦javascript
🖍️Tailwind
👩‍💻Java
📌Nodejs
🐍 Python
📊SQL
🤖AIML
✅Software Development

#letsconnect #buildinginpublic #webdeveloper

[DEEPENDRA PRATAP SINGH @DEEPEND83787582]

@vaneezaa___ isme zero wala nhi h kya ??🥲

[DEEPENDRA PRATAP SINGH @DEEPEND83787582]

Developers aren’t getting lazy.
We’re evolving.

AI isn’t replacing developers.
It’s replacing developers who refuse to use AI.

The future isn’t Human vs AI — it’s Human × AI.
Adapt fast or get left behind. 🚀

#AI #Coding #Developers #FutureOfWork #GenAi

[DEEPENDRA PRATAP SINGH @DEEPEND83787582]

I thought RAG was about “more data.”
Today I learned it’s actually about chunking the right data

Too big = confusion
Too small = no context
Smart overlap = accurate ans

RAG isn’t “give LLM knowledge.”
It’s guide the LLM with perfect chunks.

#RAG #AI #LLM #LearningInPublic

[DEEPENDRA PRATAP SINGH @DEEPEND83787582]

AI didn’t take my job.
My manager did… by giving me MORE work because of AI 😂

Before: “This will take 5 days.”
After: “Bro you have ChatGPT, finish in 2 hours.” 😭

AI was supposed to make life easier.
Instead it unlocked hard mode 💀

#AI #TechHumor #WorkLife #Relatable

[DEEPENDRA PRATAP SINGH @DEEPEND83787582]

@LumaRift Done now please follow me back

[DEEPENDRA PRATAP SINGH @DEEPEND83787582]

This is crazy 👀

Typed https://t.co/YkEs43lBKS today…
and it redirected to Google Gemini 🤯
Guess Perplexity never bought their .in domain.

Reminder for founders:
secure your domains early — .com, .in, .io, whatever protects your brand.

#AI #Tech #Startup #Domains

[DEEPENDRA PRATAP SINGH @DEEPEND83787582]

@Shivam25mishra yes

[DEEPENDRA PRATAP SINGH @DEEPEND83787582]

@Shivam_3101_ yup

[DEEPENDRA PRATAP SINGH @DEEPEND83787582]

@uaniket2906 sure

[DEEPENDRA PRATAP SINGH @DEEPEND83787582]

One mindset shift changes everything:

Don’t ask “What prompt should I use?”
Ask “How does the model think about this input?”

Behind every output: patterns, embeddings, probabilities.

What’s one AI concept you still find confusing?
#letsconnect #LearnInPublic

[DEEPENDRA PRATAP SINGH @DEEPEND83787582]

Most people use AI. Very few understand the math that actually powers it.

Embeddings turn text/images/users into vectors that capture meaning.
That’s why “king–queen” and “dog–cat” sit close in vector space.

#AI #Embeddings #RecSys #MachineLearning #LearningInPublic

[DEEPENDRA PRATAP SINGH @DEEPEND83787582]

Starting my AI journey!
From Backend → AI/GenAI.
Sharing daily learnings, LLM experiments & small builds. 🚀
Let’s connect and grow!

#AI #GenAI #LLM #LearningInPublic

[DEEPENDRA PRATAP SINGH @DEEPEND83787582]

@Life_of_coder @striver_79 @ApnacollegeX @takeUforward_ apna college to thumbnail designer : dekho iski tarah bnana bs colours change kr dena
🤣

[DEEPENDRA PRATAP SINGH @DEEPEND83787582]

@DalipTandon_1 done please follow me back

[DEEPENDRA PRATAP SINGH @DEEPEND83787582]

Hi! I’m looking forward to #connect with people who are interested in

👨‍💻DSA
🪩Web Development
💼Freelancing
🎨Frontend
🚨Backend
⚛️React
👦javascript
🖍️Tailwind
👩‍💻Java
📌Nodejs
🐍 Python
📊SQL
🤖AIML
✅Software Development

#letsconnect #buildinginpublic #webdeveloper

[DEEPENDRA PRATAP SINGH @DEEPEND83787582]

@DevendraDate1 done please follow me back