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2.5L Loss To ₹100 Crores Journey. The Secret Framework Revealed! | Kushal Lodha #14

Konversation with Kushal published 2026-06-04 added 2026-06-05 score 6/10
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ELI5/TLDR

A Mumbai trader takes ₹10 lakh of risk capital to Kolkata, loses ₹2.5 lakh in the first six months (most of it to brokerage and taxes, not bad bets), then rides a single natural-gas trade and the 2008 crash to his first crore. From there the story is less about screen-staring and more about building businesses — a high-frequency trading firm in Mumbai, banks lending him leverage, technology compounding into nine figures. The “secret framework” turns out to be unremarkable: cut losing trades fast, only hold things stronger than the index, and copy the discipline of Mark Minervini. The trading-call moments — gold, silver, the 2008 short — are interesting; the wealth math should be taken with salt.

The Full Story

The ₹10 lakh bet and the ₹2.5 lakh hole

Lodha framed his start as a deliberate wager. He left a ₹5 lakh-a-year Mumbai job, took ₹10 lakh of his own and family savings to Kolkata, and told everyone the terms out loud: if the ₹10 lakh evaporated, he’d go back to Bombay and a desk. The family wasn’t thrilled — his father’s version of the complaint was the classic one.

“ट्रेडिंग ही करना था तो इतना पढ़ाई लिखाई क्यों किया?” — if you only wanted to trade, why all the studying?

The first six months cost him ₹2.5 lakh, and the interesting part is where the money went. Not into wrong calls. Into friction.

“मैक्सिमम पैसा लगता है ट्रांजेक्शन कॉस्ट में… 2 लाख मेरे ट्रांजेक्शन चार्जेस के लॉस थे, 50 हजार ट्रेड का लॉस था.”

When you over-trade — and a scalper trades constantly — you watch your gross profit and ignore the leakage underneath: brokerage, securities transaction tax, stamp duty, exchange fees. Wake up, and 60% of your loss is just the cost of churning. That’s a genuinely useful warning, and the most concrete thing in the video.

Scalping, and the trade that flipped the script

He describes his early style as pure scalping on commodities — gold, silver, copper, crude on three-minute charts, buying when buyers showed up and dumping two ticks higher, all day from 10am to midnight. The grind worked but didn’t compound. The compounding came from two events.

First, one natural-gas trade alone delivered roughly ₹25 lakh. Then 2008. He calls falling markets the trader’s best friend — money made on the way down comes faster and bigger, because everyone is screaming the same thing at once.

“मार्केट बोल रहा है, मैं गिर रहा हूँ… right, तो you just sell, बेच बेच बेच.”

His “best trade ever” was going short in 2008 once the crisis was officially acknowledged — a setup where the market was already sinking and the announcement just confirmed the direction.

The milestone psychology

There’s a recurring idea worth flagging: money comes in milestones, and each milestone changes how you behave. ₹1 crore, then ₹10 crore, then ₹100 crore, each its own game with its own rules.

“1 करोड़ के बाद वो लोग बहुत conservative हो जाते हैं… जहाँ उनको certainty of growth दिखता है.”

After his first crore, his loss limit collapsed to ₹5 lakh — protect the crore, the rest is play money. The jump to ₹10 crore, he says, isn’t about trading harder; it’s about leverage, bank guarantees, and building a business. He went to Montreal, Toronto and New York around 2009-2010 to study prop-trading firms after spotting an exchange circular about co-locating servers — algorithmic trading was coming. That became a Mumbai HFT firm (he names it Airaj-something in Andheri) doing pure systematic trading, and the ₹10-to-₹100-crore leap, he claims, rode that technology bet through 2014-15 onward.

The actual “framework”

Strip the storytelling and the method is plain, which he admits — he gives it away free on YouTube. Two homemade indicators, both borrowed from physics teachers he’s fond of name-dropping:

  • Relative Strength (RS) — is your stock outperforming the Nifty? He uses a car race: your stock is one car, the Nifty the other, RS is the distance between them. His proprietary “RS 55” flags stocks beating the index over 55 days.
  • Relative Strength Index (RSI) — the speedometer. Above 50, momentum is intact.

Hold while both are strong, sell when both weaken. He’s “objectified” his trading the way a formula objectifies life — RS below zero and RSI below 50, he exits, no debate. Plus a hard filter: any stock below its 200-day moving average, he won’t touch, no matter who else owns it.

“विजय सर तो आज भी hold कर रहे हैं… पर stock 200-day moving average के नीचे, मुझे तो पता नहीं फंडामेंटल क्या reason है.”

The Vijay Kedia / Tejas Networks example is the sharpest point he makes: the mistake isn’t the investor’s, it’s blindly copying him without his framework or his holding power. “His framework of exit is his framework of exit. I cannot blind copy.”

Spreads, pairs, and how LTCM blew up

He walks through how his style evolved — scalper, then spread trader, then swing trader (holding 2-25 days, buying strong stocks and shorting weak ones), then momentum investor (3-6 month holds where both earnings and price are strengthening). The spread-trading detour is the most educational stretch:

  • Calendar spread — buy one expiry, sell another, bet on the gap. Less risk, and the exchange grants ~60% margin benefit because your exposure is only the gap.
  • Pairs trading — statistical arbitrage on two correlated names (ICICI vs HDFC Bank) reverting to their mean.

Then the cautionary tale: Long-Term Capital Management ran pairs/spread bets on sovereign bonds, the spread refused to revert, mark-to-market losses piled up, and the world’s largest fund — built by option-pricing Nobel laureates — collapsed. He recommends When Genius Failed.

The execution trick

The single most practical confession: he can’t cut his own losing trades. Nobody can, especially at a loss. So he removed himself from the loop — a standing instruction to his dealer.

“मेरा dealer है, उसको खाली मैं फोन करता मेरा जितना momentum portfolio में stocks है उसका 25 percent सौदा तो काट देना, मेरे से पूछना भी मत.”

The edge isn’t the strategy, which is simple and free. It’s temperament and discipline — and engineering around your own weakness.

Market calls, with caveats

On gold and silver: he recommends a 5% allocation each (10% combined is fine if security matters to you), run as an SIP. He does his via MCX futures rather than ETFs, parking an FD as margin so he earns interest while holding exposure — a small, clever piece of capital efficiency. He says the recent silver rally was “a cake walk” to call: weak dollar index, a multi-year chart breakout above $26-27. His simple law: gravity works in markets too — steeper the rise, harder the fall. Ten-day moving average broken, two candles sustaining below, global markets confirming — that’s a short.

On options, his most pointed line, and one worth holding him to:

“Options is a wealth-destroyer for retail.”

Retail treats a ₹1,000 Nifty call like a lottery ticket; influencers sell the dream. Option selling, done by professionals who manage risk, is rewarding. He blames the influencer ecosystem — and says watching those very videos is what pushed him to start his own channel.

Capital and timelines

His honest numbers for anyone starting: under ₹5 lakh is “pure academic,” you’re paying tuition to the market. ₹10 lakh minimum to go full-time young; ₹25 lakh if you have a family (at 2% a month that’s ₹50,000 — barely a household). Trading should fund your aspirational life, never your essentials. And to become profitable? Five years — because you have to live through one full cycle of unreasonable profit and unreasonable loss before “market maturity” sets in.

Key Takeaways

  • His ₹2.5 lakh starting loss was ~₹2 lakh transaction costs (brokerage, STT, stamp duty, exchange fees) and only ~₹50,000 actual trading loss — over-trading’s hidden tax.
  • A single natural-gas trade gave him ~₹25 lakh; the 2008 crash was where he built real capital, going short once the crisis was officially acknowledged.
  • After his first crore, he cut his loss limit to ₹5 lakh — protect the milestone, play with the rest.
  • The ₹10cr → ₹100cr leap came from leverage (bank guarantees) and building a systematic HFT firm in Mumbai, not from screen trading.
  • His “framework” is two indicators: Relative Strength vs Nifty (his “RS 55”) and RSI above 50. Both strong = hold, both weak = sell.
  • Hard rule: never touch a stock below its 200-day moving average, regardless of who else owns it.
  • He physically cannot cut his own losers, so he instructs his dealer to auto-cut 25% of his momentum portfolio without asking him.
  • Calendar spreads earn ~60% margin benefit from the exchange because risk is limited to the gap between expiries.
  • LTCM — built by option-pricing Nobel laureates — blew up on pairs/spread bets that wouldn’t revert to the mean.
  • Gold/silver: 5% each as an SIP; he uses MCX futures with an FD as margin to earn interest on top of exposure.
  • Options for retail = “wealth-destroyer” (lottery-ticket buying); option selling for disciplined pros = rewarding.
  • Capital advice: <₹5L is tuition, ₹10L to go full-time young, ₹25L with a family. Profitability takes ~5 years — one full win/loss cycle.
  • 2026 theme bet: financials / BFSI that fuel MSME growth (NBFCs, financial services, investment bankers); he thinks consumption is overplayed.
  • He treats the dollar index as his compass — below 100, stay bullish on equities; above, expect weakness.

Claude’s Take

This is influencer-adjacent content and the title — “₹2.5L loss to ₹100 crores, secret framework revealed” — is a survivorship narrative dressed as a how-to. Treat the wealth arc as a story he’s telling, not an audited track record. The ₹10cr-to-₹100cr leap is hand-waved through “leverage” and “technology,” which is where these tales usually become unfalsifiable. He’s also building a personal brand: he name-drops a forthcoming HarperCollins book, his YouTube channel, his proprietary tools, and Mark Minervini’s ₹4.5 lakh course roughly once a minute.

That said, two things keep this above the usual fare. First, he’s candid about the unglamorous mechanics — the ₹2 lakh in transaction costs that actually sank his first six months, the fact that he outsources his own loss-cutting because willpower fails, the LTCM cautionary tale. Those are real, hard-won, and rarely admitted. Second, his “options destroy retail wealth” stance and “your strategy is free, the edge is discipline” framing are honest, even self-undercutting — he’s telling you the playbook isn’t the moat.

The market calls (silver breakout, 2008 short, dollar-index compass) are reasonable and well-reasoned but also the kind of pattern that’s obvious in hindsight; the video offers no way to check how his missed calls looked. The physics-formula analogies (E=mc², gravity, relativity) are charisma, not method. A 6: more substance than the title deserves, less than the ₹100 crore implies. Useful for the transaction-cost lesson, the 200-DMA filter, and the dealer-auto-cut trick. Skip the wealth fairy tale.

Further Reading

  • When Genius Failed: The Rise and Fall of Long-Term Capital Management — Roger Lowenstein (he recommends it explicitly)
  • Market Wizards — Jack Schwager’s interviews with top traders
  • Mark Minervini’s books (Trade Like a Stock Market Wizard, Think & Trade Like a Champion) — his stated primary influence; the Volatility Contraction Pattern (VCP) he references comes from here