Akshay Tiwari

A Nerd

[Akshay Tiwari @iakshayt]

Dad is Always Right 🔥❤️😍

[Akshay Tiwari @iakshayt]

@masculinevalor @ZeptoNow True bro

[Akshay Tiwari @iakshayt]

Promised 6–8 min delivery, but it’s been 50+ minutes and my order still hasn’t arrived. Delays happen, but unrealistic promises only disappoint customers. Please look into this.
Order: #SUSRJPR67331
@ZeptoNow #Zepto

[Akshay Tiwari @iakshayt]

Also they are giving such a useless coupon of mmt lol @ZeptoNow

[Akshay Tiwari @iakshayt]

@Fearless_Memez @grok bhai kaun marega 26 june ko?

[Rohit @heyrohitai]

Instead of watching an hour of Netflix, watch this 2 hour hour Stanford lecture will teach you more about how LLMs like ChatGPT and Claude are built than most people working at top AI companies learn in their entire careers.

[Aakash Verma @VermaAakash3]

This is terrifying news😱: a selfie can now reveal your precise home address.

Most people are completely unaware of this alarming capability.

GeoSpy AI possesses the remarkable ability to pinpoint your exact location from a single photo

[Kshitij Mishra | AI & Tech @DAIEvolutionHub]

SHOCKING: 99% people using Claude are barely scratching the surface.

Right now, the entire internet is screaming “Claude, Claude, Claude”...
But here’s the truth: just chatting with it won’t change your life.

To unlock its real power, you need to master:
• agentic workflows
• Claude Code
• skills, automation & system-level usage

I spent 100+ hours researching and compiled the best Claude resources from across the entire internet — videos, repos, guides, books, and papers.

I’ll give it to only 4,500 people.

To get it:

1. Follow me MUST (so i can dm)
2. Comment “Claude”
3. I’ll DM you the document 📩

If you don’t follow or comment, you won’t receive it

[Akshay Tiwari @iakshayt]

@nehanagarr Salary negotiation

[Akshay Tiwari @iakshayt]

@darshal_ All

[Sachin Kumar Singh @sachinsingh108]

ALP वैकेंसी की घोषणा को 20 महीने से ज़्यादा हो गए हैं, फिर भी CBAT सहित अंतिम परिणाम अभी भी लंबित हैं।
#AlpResult
#ALP_CBAT_RESULT_DO
#Release_ALP_2024_Final_Result
@narendramodi @AshwiniVaishnaw @RailMinIndia @Rrbmumbai @Central_Railway
@RDSOLucknow
@DoPTGoI @TheLallantop

[Akshay Tiwari @iakshayt]

@darshal_ Send

[Manish Kumar @manishkhosiya]

ChatGPT gives me over $6,247 each month.

And no, I’m not an employee.

I just use 2 super effective prompts ↓

[Akshay Tiwari @iakshayt]

#blinkit are you looking into this??
@letsblinkit @zomato #zomato

[Akshay Tiwari @iakshayt]

Ordered items worth ₹4000 on Blinkit. Delivery failed, order got canceled, and no refund has been issued even after a week. Tried customer care & emails—no response yet. Very poor service. Attaching screenshots for reference. @letsblinkit @zomato

[Akshay Tiwari @iakshayt]

Ordered items worth ₹4000 on Blinkit. Delivery failed, order got canceled, and no refund has been issued even after a week. Tried customer care & emails—no response yet. Very poor service. Attaching screenshots for reference. @letsblinkit @zomato

[Akshay Tiwari @iakshayt]

@letsblinkit Order id - ORD80054523188

[Akshay Tiwari @iakshayt]

Ordered items worth ₹4000 on Blinkit. Delivery failed, order got canceled, and no refund has been issued even after a week. Tried customer care & emails—no response yet. Very poor service. Attaching screenshots for reference. @letsblinkit @zomato

[Akshay Tiwari @iakshayt]

@letsblinkit not getting any kind of support

[Vatsala Singh @_vatsalasingh]

ये 8 चीजें सब कुछ आसान कर देगी...

[Sumit Mittal @bigdatasumit]

2025 - Rockstar Data Engineering Roadmap

Prerequisites
---------------------
1. Programming fundamentals (preferably python)
2. SQL basics

You should learn the below things
--------------------------------------
1. Distributed Computing Fundamentals
2. Data Lake Concepts
3. One data ingestion tool
4. DWH concepts
5. One NOSQL Database (good to know not mandatory)
6. In-memory computation using Apache Spark (pyspark)
7. Structured Streaming with Kafka for real time data
8. One of the Cloud - AWS/Azure/GCP (knowing multi cloud is a add on)
10. Integration of various components
11. One Scheduling/Monitoring tool
12. CICD for production readiness
13. Do a couple of projects to get a good feel of it.

If you are looking to learn AWS cloud then learn the below technologies
EMR, Redshift, Athena, Glue, S3, Lambda, EC2

If you are looking to learn Azure then try learning the below
ADLS gen2, Azure Databricks, Azure Data Factory, Synapse

If you are having 8+ years experience then focus on -
Performance Tuning Part & Data Modeling plays a important role

If you are targeting Top Product based companies then
Data Structures & Algorithm is also very important.
Arrays, LinkedList & Trees should be good enough.

Just to get confidence check a few mock interviews on my youtube channel and that should be the final level of confidence you need.

Remember, don't just learn to prepare for interviews.
your objective should be to effectively work on projects.

So it's important to focus more on internals & this will be the best way to be interview ready also!

If I am missing anything please feel free to add in comments.

PS~ I follow similar roadmap in my Ultimate Big Data Program. New batch starting today. DM to know more.

#bigdata #dataengineer #roadmap

[Akshay Tiwari @iakshayt]

@tanishka__yadav Share resume template