Coding maestro crafting lines of brilliance. JavaScript enthusiast 🚀 | Always chasing the next bug to squash. #CodeWizard #DeveloperLife
Joined November 2023
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33 Photos and videos
Jan 26
What are the things that you will do to stay consistent in your work?
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Jan 14
People be like:-
Let's connect bro And they didn't even follow
Bro what the meaning of let's connect then
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Jan 9
Google is on a downfall and might become a legacy company as compared to the new high tech cool company.
•Google cloud sucks as compared to Azure and AWS. •Pixel phones have heating and network issues.
•Gemini s*cks, open source models will be way better.
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Jan 6
Deep Learning became popular because of huge data, powerful GPUs, and better algorithms.
More data more compute = smarter models.
That’s the real reason behind today’s AI boom. 🚀
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Jan 5
Average Word2Vec
Instead of one-hot or TF-IDF,
each word has a dense vector.
Sentence representation =
average of all word vectors.
Simple ✔️
Keeps semantic meaning ✔️
But loses word order ❌
Good baseline, not the final answer.
#Word2Vec #NLP #GenAIJourney #LearningInPublic
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Jan 2
Anyone started to learn about AI at 2026?
If yes, We can connect..
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30 Dec 2025
Day 10 | TF-IDF
Learned how NLP measures
word importance in text.
TF → frequency in a document
IDF → down-weights common words
Pros: intuitive, captures importance
Cons: sparse vectors, OOV issue
Small concept, big impact.
#Day10 #TFIDF #NLP #GenAIJourney #LearningInPublic
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29 Dec 2025
Day 9 – Progress Check
What changed in 9 days:
Fear ↓
Clarity ↑
Curiosity ↑↑
Still a beginner.
Still confused sometimes.
But no longer stuck.
Consistency > Motivation.
Onwards 🚀
#Day9 #LearningInPublic #GenAIJourney
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29 Dec 2025
Day 7 – OOP Concepts Refresh
Revisited:
Inheritance
Polymorphism
Code reusability
AI code also needs:
clean design > quick hacks
Old concepts suddenly feel very relevant again.
#Day7 #PythonOOP #GenAI
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29 Dec 2025
Day 6 – Backend for AI
Explored:
Flask
FastAPI
How ML models get exposed as APIs
AI is useless if you can’t serve it.
Learning how “model → product” actually happens.
#Day6 #FastAPI #MLDeployment
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29 Dec 2025
Day 5 – Python Revisions (AI Prep)
Revised:
Files
Datetime
Multithreading
APIs
Realization:
Strong GenAI needs strong Python fundamentals.
Skipping basics is the biggest mistake.
#Day5 #Python #GenAIJourney
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29 Dec 2025
Day 4 – One Hot Encoding
Learned:
What is One Hot Encoding
Advantages & limitations
Simple but powerful idea:
More features ≠ better always.
Vocabulary size matters more than I thought.
#Day4 #MachineLearning #NLP
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