Mishra JII 🖤

Engineer

[Mr Sinha @Mrsinha]

Mother tongue of the top three constitutional post holders of India:

-President of India : Odia
-Vice President of India : Tamil
-Prime Minister of India : Gujarati

None of them are native Hindi speakers.
None of them are from North India.

Yet Congressis, who worship an Italian and want her son to become PM, claim that BJP is imposing North Indians on South Indians.

[Dear Self. @Dearme2_]

AND SUDDENLY YOU'RE 26-27 SITTING ALONE IN YOUR ROOM, PARENTS ARE OLD, YOUR SIBLINGS ARE MARRIED AND BUSY WITH THEIR OWN FAMILIES AND THERE'S NO ONE YOU CAN TALK TO AND NO ONE CHECKS ON YOU.
WHAT IS IT CALLED — LONELINESS OR FREEDOM. WHATEVER IT IS, IT IS HEAVY.

[Abhi Rajput | Men Fat Loss Coach @Abhirajputfit]

10 holy grails to drop weight in June:

1: avoid having alcohol and liquid calories
2: drink 2-3 cups of black coffee in the day
3: walk 15 minutes after lunch and dinner
4: target more than 8000 daily
5: avoid carbohydrates in isolation (pair them)
6: train at home or gym for 3-4 days
7: eat a minimum of 80-120 g of protein
8: maintain a 500-800 calorie deficit
9: do zone 2 cardio a couple times/week
10: save 150-200 calories for late night (if you're a night owl)

pick a few to start and you will lose 2-3 kg this month.

[Manish Tewari @ManishTewari]

Bhukhe Pet Bhajan Na Hoyi Gopala.

The Hon’ble Finance Minister @nsitharaman is correct there is a Crisis of 3F’s - Fuel , Fertiliser & Foreign exchange & it is because of gross mismanagement of the economy in the past 12 years.

Consider this :

A ) Fuel - Petrol is Rs 102.12 per litre because import dependence has increased in 12 years. 88% of Crude oil needs are imported.

B) Fertiliser Imports 2025-26 estimated at USD 18 Billion ( No significant domestic capacity accretion in past 12 years) . It was USD 6.58 Billion in 2013-14 .

C) Foreign Exchange- 01 USD is Rs 95.32 . It was Rs 58.50 on 16 th May 2014.

भूखे पेट भजन ना होई गोपाला

[Dear Self. @Dearme2_]

Financially - I'm going to win.
Career wise - I'm going to win.
Mentally - I'm going to win.
Emotionally- I'm going to win.
Physically - I'm going to win.
Family wise - I'm going to win.
With love - I'm going to win.
In my life - I'm going to win.

I'm manifesting it all in 2026.

[Urrmi @Urrmi_]

Cockroach Janta Party getting 10M followers on insta isn't a big deal.
After all it's instagram! Even Rakhi Sawant has 14M followers there.

[yourclouddude @yourclouddude]

Top 10 Python Skills to Master

• Variables & Data Types – the foundation
• Loops & Functions – logic builder
• OOP – reusable, clean code
• File Handling – read, write, automate
• APIs – connect apps & data
• Pandas – data manipulation
• Flask/FastAPI – web apps & APIs
• SQL – database integration
• Automation – scripts that save time
• Git – show your work

You don’t need to know everything.
Master these 10 → you’re job-ready.

[yourclouddude @yourclouddude]

Days 1–10: Pick one path

Don’t start with everything.

Choose one direction:

• Python developer
• Cloud engineer
• Data analyst
• Backend developer
• DevOps beginner
• AI tools builder

Clarity saves months.

[Sahil Bloom @SahilBloom]

My perfect day looks extremely boring:

- 4:30am: Wake up
- 4:30-5am: Reading
- 5-8am: Deep work
- 8-9am: Family breakfast
- 9-11am: Lift/run
- 11-12pm: Family lunch/walk
- 12-5pm: Deep work
- 5-7pm: Family dinner/hang
- 7-8pm: Sauna/cold/reading
- 8-8:30pm: Hang/show
- 8:30pm: Sleep

I wouldn't change a thing. Boring is seriously underrated.

[CA Devang Maheshwari @equialpha]

Rs 1 lakh invested in Wipro Ltd in Feb 2000 is 1.30 lakhs rupees today.

Patience is the key !

[Testosterone Maxing @testomaxing]

Protein: for muscle.
Zinc: for testosterone.
Magnesium: for sleep.
Sunlight: for everything else.

Most men are deficient in all four.

[Jahir Sheikh @jahirsheikh8]

If I had 6 months to become an AI Agent Engineer.

I’d do this.

Stage 1 — Python + APIs
Requests, async, JSON, FastAPI, websockets, SDKs.

Stage 2 — LLM Fundamentals
Tokens, context windows, transformers, embeddings, sampling.

Stage 3 — Prompt Engineering
Few-shot prompting, structured outputs, system prompts, evals.

Stage 4 — RAG Systems
Chunking, retrieval, reranking, vector DBs, hybrid search.

Stage 5 — AI Agents
Tool calling, memory, planning, workflows, multi-agent systems.

Stage 6 — Build Real Apps
AI copilots, research agents, browser agents, automation tools.

Stage 7 — AI Infrastructure
vLLM, Ollama, inference APIs, latency optimization, caching.

Stage 8 — MLOps + Deployment
Docker, CI/CD, monitoring, cloud deploys, observability.

Stage 9 — AI Product Thinking
UX for AI, hallucination handling, guardrails, reliability.

Stage 10 — Open Source + Portfolio
Ship projects publicly. Write docs. Record demos.

Stage 11 — Interview Prep
System design, LLM architecture, AI engineering patterns.

Stage 12 — Apply
AI Engineer, Agent Engineer, GenAI Engineer, Applied AI roles.

Most people stay stuck watching tutorials.

Builders get hired.

[R𝛼m 🦅 @rambuilds_]

If I had 6 months to become an AI Engineer. I’d do this.

Stage 1 - Python Basics
Syntax, loops, functions, OOP, NumPy, Pandas.
Stage 2 - Math for Al
Linear algebra, statistics, probability, basic calculus.
Stage 3 - Machine Learning
Regression, classification, clustering, metrics (scikit-learn).
Stage 4 - Deep Learning Basics
Neural networks, CNNs, RNNs, training fundamentals (PyTorch/TensorFlow).
Stage 5 - Modern AI (LLMs)
Prompt engineering, embeddings, RAG, fine-tuning small models.
Stage 6 - Build Al Projects
Chatbots, classifiers, NLP apps, image models.
Stage 7 - GenAl Tools
LangChain, HuggingFace, vector databases (FAISS, Pinecone).
Stage 8 - MLOps Essentials
FastAPI/Flask, Docker, GitHub, cloud deployment basics.
Stage 9 - Full Projects
End-to-end ML pipeline, deployed Al apps.
Stage 10 - Portfolio
5-7 polished projects with README + demo videos.
Stage 11 - Job Prep
LeetCode basics, system design basics, ML/Al interviews.
Stage 12 - Apply
Al Engineer, ML Engineer, Data/Al roles, GenAl developer.

[Mr Sinha @Mrsinha]

Those who wanted to eradicate Sanatan have themselves been eradicated.

[Dear Self. @Dearme2_]

8h work.
2h gym.
1h cleaning.
1h cooking.
1h eating.
1h showering.
7h sleep.

Adulting is hard. I was never prepared for this.

[Akshit Singh 🇮🇳 @IndianSinghh]

TCS Nashik is nothing infront of TCS Kolkata

🙂

[Dear Self. @Dearme2_]

It’s NORMAL to...

1. feel LOST at 25
2. be BROKE at 27
3. start AGAIN at 29
4. level up at 31
5. start WINNING at 33
6. build REAL money at 35

Life isn’t a RACE.

Every PERSON has a different TIMELINE.

[Nandkishor @devops_nk]

Never stay idle at home when you're unemployed.

Your own family starts losing respect for you and what you say.

- Friends begin to drift away.
- Relatives talk behind your back.

As a man:
Do whatever it takes to make decent amount of money. Forget people's judgment, no one is coming to save you.

[Swapna Kumar Panda @swapnakpanda]

> 25 LPA for a 5-7 yoe is new normal.
> While planning for a job switch, never listen to your seniors.
> You are at your prime till 10 yoe.
> Switch jobs in every 1 to 2 years.
> Utilize your 90 days NP properly.
> Even if selected for one, don't hesitate to appear in other interviews.
> Pick the one that offers the highest salary.
> Before joining, always ensure they have proper WLB.
> Don't waste your sick leaves. Use them to appear interviews.
> Try to save as much possible by 10 yoe.
> Build connections with senior level employees in other companies.
> If ever get laid off, write a heart breaking post on X and LinkedIn.
> You will get more interview calls.
> Utilize them properly and increase your salary.
> Try to survive in this industry till 20 yoe.
> By that time, build a nice farm house in city outskirts.
> Take early retirement and live luxuriously.

[SANYA | Corporate Athlete Method @sanyayyyy]

Don't bookmark this. Read it if you want to save some money.

You're spending ₹2,000 on a multivitamin that does nothing.
₹1,500 on ashwagandha because Instagram told you to. ₹3,000 on a "mass gainer" that's 80% sugar.
₹800 on Revital because your dad takes it.

Indians waste ₹50,000 a year on supplements they don't need.

Here are the only 5 worth your money - and exactly how much to take: