Gopal Subbian
3.1K posts

Gopal Subbian
@GopalSubbian
Simple, Honest and love adventures
Katılım Haziran 2020
229 Takip Edilen128 Takipçiler
Gopal Subbian retweetledi

Stop wasting hours trying to learn AI. 📘📚
I have already done it for you.
With one list. Zero confusion. And no fluff
📹 Videos:
1. LLM Introduction: t.co/kyDon6qLrb
2. LLMs from Scratch: t.co/2hyMhuKoiI
3. Agentic AI Overview (Stanford): t.co/FXu6cAqITC
4. Building and Evaluating Agents: t.co/ZigR1tdOFL
5. Building Effective Agents: t.co/uYwfwO55mO
6. Building Agents with MCP: t.co/4arFTW1b3i
7. Building an Agent from Scratch: t.co/eOmveyM9Hz
8. Philo Agents: t.co/zLu7x1tx9m
🗂️ Repos
1. GenAI Agents: t.co/eXCl2YaRPv
2. Microsoft's AI Agents for Beginners: t.co/3CSW4zPAwf
3. Prompt Engineering Guide: t.co/GVzvxPYDVO
4. Hands-On Large Language Models: t.co/0rgDvhx3pI
5. AI Agents for Beginners: t.co/3CSW4zPAwf
6. GenAI Agentshttps://lnkd.in/dEt72MEy
7. Made with ML: t.co/9z5KHF9DMe
8. Hands-On AI Engineering:t.co/dldAj5Xkr6
9. Awesome Generative AI Guide: t.co/U2WZhT4ERV
10. Designing Machine Learning Systems: t.co/sYAZX34YdQ
11. Machine Learning for Beginners from Microsoft: t.co/NjFxHbC9jZ
12. LLM Course: t.co/N34YTPu1OK
🗺️ Guides
1. Google's Agent Whitepaper: t.co/bW3Ov3vMW0
2. Google's Agent Companion: t.co/wredwWAbBA
3. Building Effective Agents by Anthropic: t.co/fxtE4alVrJ.
4. Claude Code Best Agentic Coding practices: t.co/lLSwJ9pG7C
5. OpenAI's Practical Guide to Building Agents: t.co/xgkEIogGfh
📚Books:
1. Understanding Deep Learning: t.co/CjcKpTemmV
2. Building an LLM from Scratch: t.co/DaWBxOx8o3
3. The LLM Engineering Handbook: t.co/ZA1n0N41Mf
4. AI Agents: The Definitive Guide - Nicole Koenigstein: t.co/boLkl1VlKb
5. Building Applications with AI Agents - Michael Albada: t.co/H1Xf5EkJLL
6. AI Agents with MCP - Kyle Stratis: t.co/JI3ELQZE6a
7. AI Engineering: t.co/Xk0JzMIf7o
📜 Papers
1. ReAct: t.co/QNqE4UU55w
2. Generative Agents: t.co/CwEpoJgY1U.
3. Toolformer: t.co/5m9xZd5teZ
4. Chain-of-Thought Prompting: t.co/KjVlgdWi77.
🧑🏫 Courses:
1. HuggingFace's Agent Course: t.co/7FSUYKxIdG
2. MCP with Anthropic: t.co/IkZGiWm2yS
3. Building Vector Databases with Pinecone: t.co/2YRoMfLdXd
4. Vector Databases from Embeddings to Apps: t.co/23A50ixbHJ
5. Agent Memory: t.co/uc3L9BrNF7
Repost for your network ♻️

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I watched my family navigate my grandfather's passing with a perfect estate plan. But zero operational knowledge.
That's when I built the linked document.
I hope you never need it.
opulus.notion.site/The-Document-I…
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@Basssem666 Thank you Bassem. I read, if SPY close above 663, it will be the first day of reversal...
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$SPY I hope it’s becoming clearer to you now why I don’t want to short the 659 rejection and that I’d rather wait for at least 669 instead.
Although price rejected yesterday, it’s forming a higher low support around 648-649, we can also see a bull flag and an inverse head and shoulders on the 4H and 1H. if the 648 support holds, it’ll bring us back into the 660s, at least. I’m not buying calls though, because that support can fail and we retest 644-641.
It’s really 50/50, a lottery ticket, no edge. If you’re short here, you can get a $10 drop, but a squeeze risk is very high too. Trading mid range like this is for gamblers in my opinion. Not my cup of tea.


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Gopal Subbian retweetledi

I hope you've found this thread helpful.
Follow me @Glow_Fragrance for more.
Like/Repost the quote below if you can:
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🚨 $HOOD is being priced like it’s dead.
But the business is doing the opposite.
The story looks broken.
The business isn’t.
Full Opportunity Matrix™ article is up + free trial to the toolset 👇
trvdgtfpsashgtbpmdcg.supabase.co/functions/v1/a…
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Is the $MSFT breakdown a trap—or the start of something bigger? 🔑⚠️
The "free" post below breaks it all down:
1. Was the move below $MSFT long-term trendline a bear trap (underthrow) or a true structural break?
2. A side-by-side fractal comparison (Feb–Apr 2025 vs. 2026) across $MSFT and $SPY (see chart rectangular boxes)
3. What really drove Friday’s $QQQ / $NQ breakdown, and how the Wave C reversal + late Trump bullish headline may have shifted the setup?
If you’re trying to position for what comes next, this one is worth the read:
astrozan.substack.com/p/case-study-m…
$SPY $QQQ $IWM $MDY $RUT $DIA $SDOW $SOXX $SOXS $SMH $NVDA $TSLA $YINN $VIX $VXX $TLT $BTC $GLD $SLV $SVXY

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Gopal Subbian retweetledi

Some couples fight like lawyers.
They come prepared with evidence.
Dates. Times. Exact words.
They don’t argue to resolve.
They argue to win.
“On 14th Jan, you said this.”
“Last Diwali, you did that.”
“Three times this week, you ignored me.”
But a relationship is not a courtroom.
There is no judge.
No final verdict.
And even if you win the argument, you quietly lose the connection.
Because while one person is building a case, the other is building a wall.
Some people fight like historians.
They dig up the past like it is their job.
Every resolved issue is reopened.
Every apology is treated as temporary.
Nothing is ever truly finished.
So the relationship never moves forward.
It just circles the same old wounds.
Some fight like accountants.
They keep score.
“I did this for you.”
“You didn’t do that for me.”
“I’ve adjusted more.”
“You always fall short.”
Love becomes a balance sheet.
And slowly, affection turns into calculation.
And then there are some who fight like firefighters.
They don’t care who started the fire.
They care about putting it out.
They listen.
They pause.
Because they understand that the goal is not to win the fight.
The goal is to not lose each other.
You can have a brilliant memory.
You can argue with perfect logic.
You can dismantle every point your partner makes.
And still destroy something valuable.
Because relationships don’t survive on accuracy.
They survive on understanding.
Sometimes the strongest move is not proving your point.
It is dropping the case.
#relationships
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Gopal Subbian retweetledi

I spent 4 years paying my younger sister’s school fees. Every single kobo.
The day she graduated, she gave the acknowledgement speech and thanked everyone except me.
I sat in that hall and felt my soul leave my body 😭.
When she got admission, things were tight at home.
I had just started my first job.
I told our parents, "Don't worry. I’ll handle it." And I did.
Every semester. No breaks.
There were months I was eating 0-1-0 so her account wouldn't run dry.
I never told her. I didn't think I needed to.
Graduation day, she looked beautiful. The first graduate in our family.
I was prouder of her than I’ve ever been of myself.
Then she got the mic.
> She thanked God. (Fair).
> She thanked our parents. (Expected).
> She thanked her friends who kept her sane.
> She even thanked her HOD.
Then she sat down.
My mother looked at me. I smiled and looked away, but the clapping felt like it was happening in a different room.
I didn’t say anything that day. Or the week after.
But something in how I moved changed.
I stopped volunteering. Started waiting to be asked. Started noticing who actually noticed me.
People say, "Don’t give to be recognized." I agree to an extent.
But there is a thin line between not needing applause and being erased by the person you bled for.
That's not humility. That's invisibility.
We’re fine now. I brought it up six months later, calmly.
She cried, and said she was nervous and blanked.
Maybe. Maybe not 🤷
But I learned something either way.
Sacrifice without communication creates invisible resentment.
Tell people what you are carrying for them. Not to guilt trip them. But because silence makes martyrs, and martyrs make bitter people.
This same dynamic shows up in dating every day.
You’re playing the provider or the supporter in silence, while your partner thinks you're just an oil money that never runs dry.
Stop accepting the bare minimum of gratitude. If they don't see the sacrifice, they won't value the person making it.
Has someone ever made you feel invisible in a relationship after everything you did for them?
Let’s talk below.👇
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@terhyc @joelazaro14344 Thanks. It’s already on huge discount. Any suggestions for the entry price?
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Gopal Subbian retweetledi

$SPY Good morning. Pre market lows are often, not always, get tested again in a live session within days, so I’m expecting us to test at least 656 again this week. My ideal spot to attempt any longs is between the 200 dma (653) and the 50 weekly ema (645.72). I’m honestly not planning to get shorts right now although I’m expecting price to go a little lower before finding a bottom. Only around 675-676 I might consider puts.
My friend Donnie is under enormous pressure and can find a way to cave at any moment. I don’t want to be caught short if that happens. The worst case will be missing a long entry at the bottom, which is fine. Remember, it’s always better to miss out on money than lose money. Let’s see what we get. 653-645 ideal long accumulation, 675-676 is not an ideal short but has a decent risk/reward.

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Gopal Subbian retweetledi

@alshfaw Thank you for your posting and helping others. Your predictions are awesome and amazing. I wanted to buy spy calls today and scared after seeing red in opening…great miss.
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$SPY Today: No Technical Damage. Retested an important support level. See picture.
Bears did not learn a thing this last year. There is a method to the madness, we do not go down like this.
Share & Subscribe, :
$SPY $QQQ $IWM $MDY $RUT $DIA $SDOW $SOXX $SOXS $SMH $NVDA $TSLA $YINN $VIX $VXX $TLT $BTC $GLD $SLV $SVXY

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@Basssem666 Good morning Bassem. Greatly appreciate your honesty and transparency. Please post the SPY levess (up / down) and post if you take any call/put
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