NKJain

TRADER by Passion || Analysing markets Technically and Fundamentally || Threads are educational purpose only || only EQUITY || NO F&O ❌ || Lets win together !!

[NKJain @KdugarN]

#Day13 of #30DaysChallenge 🚀
From: ₹57,000
To: ₹65,310! 🎯
That's a 14.5% gain in JUST 12 DAYS!
Still holding #ZINKA.
The 10% monthly goal? We SMASHED it already! 🙌
This isn't just luck; it's discipline. The real test is now – can we hold our nerve? 🤞
⚠️ DYOR.
#StockMarket

[NKJain @KdugarN]

#Day12 of #30DaysChallenge 🚀
#ZINKA
Why I'm holding for now?
- The stock is building a base on low volumes.
The big question: Is this healthy consolidation before a 🚀 , or should I cut my losses and find a new trade? Patience is being tested !#SwingTrading
⚠️DYOR
#Nifty50

[NKJain @KdugarN]

@elonmusk @elonmusk , we Indians are always helpful to poor people but never to a enemy !! Please request the same to pakistan for your betterment .

[NKJain @KdugarN]

BYD is allowed in 121 countries including India

but BYD is not available in USA

Is elon musk the real boss in usa who is afraid of competition 😏😏 @elonmusk

[NKJain @KdugarN]

@HappyIndian88 @sapnamadan He got CPR after a long time after being dead in hospital , and how does this relate to it .
If a person dies and receives a CPR after 4 to 5 hours , with what logic are you expecting it work ?? Please do explain .

[NKJain @KdugarN]

@Breakout_trades @grok what's common between then , paart from fresh ipo , list down 10 similarities

[भाऊ @PatilBankNifty]

Few days back, I pointed out that zone and look how crazy the fall was.
Next time, whichever stock or index breaks, make sure you trade in the same direction

[Market Trader @markettrader191]

What if you know tomorrow's Nifty50 move before the market closes today?

Trim your losses early. Build better positions overnight.

We combine AI + Machine Learning to give you that edge — on Nifty50, major indices, and individual stocks.

[Uday Thakur @Uday_T2]

Gen z लड़के अब लड़कियों को क्यों खुश नहीं कर हैं? 🤔👇

[Sumit Behal @sumitkbehal]

Finance Ministry has released the data showing net losses for retail traders fell to ₹91,685 crore in FY26 from ₹1.12 lakh crore in FY25

Government is stating they were able to reduce the loss of retail traders by increasing STT and margin requirements

This conclusion is missing four important points :

1. STT Collection : The greed of collecting STT from traders is at an all-time high. Government's collection from STT has increased from 6,634 Crores in FY 22 to 27,695 Crores in FY26. The important point here is that fewer traders are paying more STT now, which actually hits the P&L statement. STT Collection has increased by 318% in comparison to 35% growth in India's GDP in 4 years.

2. Active Traders: India witnessed exponential growth in the number of F&O Traders. We went from 42.74 lacs to 98.1 lacs in just 4 years. The number has now fallen from 98.1 lacs to 78.6 lacs in just 1 year. These ~20 lacs are now moving onto more risky platforms, which include crypto platform offerings with 100 times leverage and India is still losing net money. We may see rise in dabba trading culture too.

3. Average P&L : We managed to reduce the number of traders but the average loss for traders has increased from ₹ 1,13,913 to ₹ 1,16,913. This shows that the average trader is now losing more money due to new regulations.

4. Milking STT : Government has further increased STT on futures and options by 150% and 50%, respectively, in the 2026 budget. This is effectively equivalent to milking traders for just participating in markets, as you pay STT on the transaction irrespective of loss or profit.

Market Participants lost 91,685 Crores in F&O, but 27,696 was collected by the government in the form of STT

India's top 5 brokers made a cumulative profit of 10,300 Crores in FY2025 and the government made 22,225 Crores during the same period from charges on transactions only

The job of the government is to regulate markets instead of thinking of it as free money for their revenue collection to distribute it as freebies to win elections

STT is very close to paying protection money on F&O & equity transactions without any protection benefits

If we really want to make Indian markets efficient and turn them into a global hub, we need to address the unfair charges on market participants

[Yogita Khurana 🌻 @yogita10khurana]

Het Everyone 👋
I'm sharing a curated list of companies that pay FAANG-level compensation for software engineers. 🚀
If you're planning your next career move, this sheet can save you hours of research. 👩‍💻
https://t.co/Oj9DmMe9LE

Hope it helps someone land their dream role. 💙

[Suraj Sharma @suraj_sharma14]

If you can build these 12 GenAI projects.

You're hired.

Project 1: Production API Wrapper
FastAPI proxy with error handling, rate limiting and webhook support.
→ Shows: You can build production APIs not just scripts

Project 2: Token Cost Estimator
Calculates spend before generation, tracks usage per endpoint, alerts on budget thresholds.
→ Shows: You understand economics not just capabilities

Project 3: Validated JSON Agent
Enforces Pydantic schemas, retries on parse errors, logs validation failures.
→ Shows: You can prevent parsing errors in production

Project 4: Cited RAG Bot
PDF Q&A with hybrid search, reranking and page-specific citations for every answer.
→ Shows: You can ground outputs and reduce hallucinations

Project 5: Human-in-the-Loop Workflow
Research agent that pauses for approval on expensive actions, full audit trail.
→ Shows: You can orchestrate complex multi-step tasks safely

Project 6: Streaming Copilot UI
Real-time token streaming, graceful degradation on latency, optimistic UI updates.
→ Shows: You can ship user-facing products not just backends

Project 7: Automated Eval Harness
Scores accuracy on 50 golden test cases, catches regressions before deploy.
→ Shows: You can measure quality not just guess

Project 8: Local Inference Server
vLLM deployment with KV cache optimization, quantization, zero API costs.
→ Shows: You understand performance not just API calls

Project 9: Traced Deployment Pipeline
Dockerized agent with distributed tracing, cost dashboards, alerting on failures.
→ Shows: You can debug production issues in minutes

Project 10: Security Guardrail Middleware
Blocks prompt injection, redacts PII, enforces input/output filtering policies.
→ Shows: You can build safe systems for enterprise use

Project 11: Public Architecture Repo
GitHub repo with architecture docs, demo video & benchmark reports.
→ Shows: You can communicate technical decisions clearly

Project 12: Portfolio Site
Links all 11 projects with clear value propositions and live demos.
→ Shows: You are ready to work not just learn

Most people stay stuck watching tutorials.

Builders get hired.

Which project are you building first?

[NKJain @KdugarN]

@Deepika143__ @saketh1998 Sorry mam , it seems you need little bit of schooling , I guess.

Because they may have not expanded and imaging in such a way that , only 0.07 percent production can make them such a fortune just imagine it to 7 percent ..then 70 perc

[NKJain @KdugarN]

@championswimmer Amazing thought seeing the current trends and scenario .. 👍👍👍
Greatt

[NKJain @KdugarN]

@viswanathauthor @sardesairajdeep Why is ED not going after RAM MANDIR THEFT , okay so master have already instructed them what to do and what not to. Clearly visible that GOVT is misusing the powers extremely , to an extent this has become a new normal in current times.

[NKJain @KdugarN]

@saketh1998 Hi @saketh1998 did you go through the recent comments I made on your previous post where you posted regarding the internship program , I request you to please go through it !!! 🙏🏻🙏🏻

[NKJain @KdugarN]

@WhatsApp .MOV files fail to download on Samsung device via WhatsApp app itself (not just playback) — tried updating, cache clear, permissions, storage check, different senders, in-app support. Works fine on Web/PC. Download simply doesn't complete. Please escalate urgently.

[NKJain @KdugarN]

@WhatsApp Facing an issue on my Samsung device — .MOV files won't open/download in WhatsApp app, though other videos play fine. Works fine via WhatsApp Web or PC import though. This is disrupting my workflow. Please help resolve ASAP. 🙏

[NKJain @KdugarN]

@telegram Need urgent help recovering my account. Login code is stuck on a device I no longer have access to, and there's no OTP option via email/mobile. Emailed [email protected] 3x since June 30 with no response. Please assist — my work has come to a standstill. 🙏

[NKJain @KdugarN]

@saketh1998 Beaten FOMO almost 95%. I respect a ₹2k profit as much as ₹10k — it's all about risk:reward. Still learning every day, but mentally stronger than ever. This internship would mean the world to me — I'd give it everything I have. Would be truly grateful for this chance. 🙏3

[NKJain @KdugarN]

@saketh1998 Slowly found my strengths and weaknesses, kept working on them. Faced drawdowns, dealt with emotion and greed, made a comeback each time better than before. Today I understand risk-reward, stop-loss & capital management deeply. Never risk more than 1% per trade — no exceptions.2

[NKJain @KdugarN]

@saketh1998 Started trading in 2019, the day I got my PAN card. Began small — just ₹5k. Blew my account 4-5 times over the years, always in the ₹10k-20k range. Tried swing & intraday, stayed only in equities — avoided F&O early on, knew survival mattered more than speed. 1