Ayush Agarwal

💻

[Ayush Agarwal @Ayusha_ai]

🚀 Built Research Intelligence RAG — an AI research assistant that helps users explore research papers using natural-language questions.
💻 GitHub: https://t.co/Gwjl0GF6EO
🌐 Demo: https://t.co/cD5x6PYBP7
#RAG #AI #GenerativeAI #LLM #BM25 #RRF #Hybrid #Project #Live

[Ayush Agarwal @Ayusha_ai]

🚀 DocuMind is live!
Upload a document. Ask. Analyze. Summarize. Classify. Extract.
Built with Python, FastAPI, Gemini, OCR & Pydantic.
https://t.co/C4lOYqFiRe

[Ayush Agarwal @Ayusha_ai]

Missed my daily streak yesterday due to travel, but back on track today 💪

Solved today’s GFG problem: Remove Spaces from String
✔️ Passed all test cases (1115/1115)
✔️ Learned about handling index shifts using StringBuilder
#DSA #Java #GeeksforGeeks #Consistency

[Ayush Agarwal @Ayusha_ai]

Toeplitz Matrix ✔️
1111/1111 test cases 💯

Learning never stops 🚀

#DSA #Java #GeekforGeeks

[Ayush Agarwal @Ayusha_ai]

Day 1 – GeekBits 💻

Solved: Increasing Subarrays
✔️ 1111/1111 | 100%
Consistency starts now 🚀
#DSA #Java #GeeksforGeeks

[Vivo @vivoplt]

My bhaiya told me a story about his senior,

He started as a fresher at ₹2.6 LPA.

Then it went like this:
1.₹2.6 → ₹3.4 (same company, ~16 months, learned a lot but growth slowed)
2.Switch: ₹7.2 (product role, better team, better code practices)
3.Switch: ₹15.5 (took full responsibility for one service)
4.Switch: ₹30 (worked on scale issues, handled incidents)
5.Switch: ₹48 (wider responsibilities, mentored developers, joined design discussions)
6.Switch: ₹85 (remote US role, base + performance bonus)

Around 8 years. 5 switches.

Skills grow over time, but salary usually changes more when you switch.

[ecomchigga @ecomchigga]

sat next to a guy on a flight who smelled like old money

rolex. tailored suit. reading a physical newspaper like it was 1987.

figured he was some finance executive or inherited wealth.

we got talking. I mentioned I sell stuff online.

he put down his newspaper.

"what kind of stuff?"

digital products. courses. ebooks. that kind of thing.

he smiled weird.

"I made $4 million last year selling a PDF about aquariums."

I thought he was messing with me.

he wasn't.

this guy is 61 years old. spent 30 years as an accountant. hated every second of it. retired at 55 with decent savings but nothing crazy.

his hobby was aquariums. had been keeping fish tanks since he was 12.

"my wife told me to start a blog so I'd stop boring her with fish facts."

so he did. wrote about aquarium stuff 3 times a week. water chemistry. tank setups. fish compatibility.

for 2 years nobody read it.

"I had maybe 50 visitors a month. all probably bots."

but he kept going because he had nothing else to do.

year 3, one article ranked on google. then another. then another.

suddenly he was getting 100K visitors a month. all people searching for aquarium help.

"I realized these people would probably pay for a complete guide. so I wrote one."

147 pages. everything about setting up and maintaining an aquarium.

priced it at $47.

first month: $6K
first year: $340K
last year: $4.2 million

from a PDF about fish tanks.

I asked about his marketing strategy.

"I don't have one. google sends people to my blog. blog mentions the guide. people buy it. I go play golf."

no email sequence?

"I have a newsletter. I send fish tips once a week. sometimes I mention the guide at the bottom. that's it."

no upsells?

"I made a second guide about saltwater tanks specifically. $67. people who bought the first one usually buy the second. that's my whole business."

no team?

"my wife helps with customer service. we get maybe 10 emails a day. most are just people showing us their tanks."

this 61 year old retiree built a bigger business than most "entrepreneurs" I know.

no ads. no funnel hacks. no growth strategies. no personal brand.

just mass expertise in one weird niche and patience to let it compound.

before we landed he gave me advice I didn't ask for:

"everyone your age wants to get rich fast. that's why most of you stay broke. I wrote about fish for 2 years before making a dollar. now I make more than I did in 30 years of accounting. speed is overrated. patience pays."

the plane landed. he grabbed his newspaper and walked off.

probably went home to feed his fish.

[Meet Shah @MeetshahV]

I met a guy today.
Age: 36
Portfolio: ₹20 crores
Lives in a 5 BHK, owns a few expensive cars.
Started investing at the age of 26 (Got married at 26)

Came from a humble background-no backups, grew up in a 2 BHK.

Stocks allocation:
50% AIFs
50% Small-cap stocks

Goal: ₹100 crores by age 50.

I asked him how he managed to build ₹20 crores and live such a lavish lifestyle at this age and speed. He replied that since his college days, he had stayed frugal and laser-focused on his work and career. He started his business at the age 26. He never chased any other girl except his college crush. He worked hard, stayed frugal & disciplined & built a great gym physique, and conviced his college crush to marry him whose father is worth ₹400 crores.

Pure Grit. Zero Luck. What an inspiration.

[Ayush Agarwal @Ayusha_ai]

Off-track for a while due to work.
Back now. Full focus mode ON. 🚀
#LeetCode #DeveloperLife #Consistency

[Ayush Agarwal @Ayusha_ai]

@Krishnasagrawal AI

[Krishna Agrawal @Krishnasagrawal]

🚀 The Complete Guide to Building AI Agents, From Zero to Production

AI Agents are the next big leap in automation, they can think, plan, and execute tasks just like humans 🤖

This guide takes you from basics to building real, production-ready AI Agents — step by step!

To get your copy 👇
Like & Repost
Comment “AI”
Follow (so I can DM you the guide)

[Santiago @svpino]

This is still the way I recommend most people start with machine learning:

1. Start with Python
2. Learn to use Google Colab
3. Take a Pandas tutorial
4. Then a Seaborn tutorial
5. Learn how to use Decision Trees
6. Finish Kaggle's "Intro to Machine Learning"
7. Solve the Titanic challenge

[Ayush Agarwal @Ayusha_ai]

@BharukaShraddha AI

[Ayush Agarwal @Ayusha_ai]

Wednesday well spent
- 6 hrs office
- 2 hrs LLM Engineering Course
- 1.5 hrs gym
- 1 hrs DSA
- 30 min novel reading
#Learning #GenerativeAI #Gym #Productivity

[Abhishek Nair @thatGTMdude]

A resume won't get you a job anymore.

Here’s what actually gets attention:

1. Pick a small but real problem.
2. Build a working solution end-to-end.
3. Deploy it (API + simple UI).
4. Add monitoring so it feels production-ready.
5. Host it live.
6. Document it in a short PDF.

That’s how you stand out among 1,000 resumes that never get opened.

[Ayush Agarwal @Ayusha_ai]

For those starting with Python or revising their fundamentals,
I recommend Udemy course One Week Python by Colt Steele.

✅ Beginner-friendly
✅ Exercises for practice
✅ Great for building Python basics

DM me if you’d like my revision notes.
#Python #Coding #Learning #Udemy

[Ayush Agarwal @Ayusha_ai]

This was my day today:

- Woke up at 8
- Chest day at the gym
- Office hours (11:00 AM – 4:00 PM)
- Solved LeetCode daily question
- Learned recursion basics
- Revised Python from Udemy

Staying consistent. One step at a time.

[Ayush Agarwal @Ayusha_ai]

when your CPU and both GPUs are fighting at 3.39 GHz and 57°C just to keep your AI model alive... but Streamlit still says “Connection error” 💀

“they gave it all... but the model said no.”

#AI #Streamlit #LLMs #GPUStruggles #localhost

[Ayush Agarwal @Ayusha_ai]

Hit 50 questions on LeetCode today 🎯
Not a huge achievement, but feels good to stay consistent and see some progress.
#LeetCode #DSA #Java