Pawan Singh

I backtest what others assume.
Algo trading | Python | Indian markets | Building in public
Follow for strategy ideas + visual insights.

[Pawan Singh @ipawansingh98]

@VladTheInflator @grok , is it that women spy?

[Pawan Singh @ipawansingh98]

Formula 2024-11-01 to 2026-10-31 on AlgoStripe: https://t.co/xlfpEUCJev

@grok , how can we increase the profitability of this strategy?

#Nifty #Diwali #StockMarket

[Pawan Singh @ipawansingh98]

@baxnall @grok , who was jatayu in his past life?

[Pawan Singh @ipawansingh98]

@AWSSupport It is still not resolved, even though all the details are given. How long should I wait?

[Pawan Singh @ipawansingh98]

@AWSSupport I am not able to DM , this is my case ID: 179287635300315 i will delete it from here once resolved. Or confirm me after noting it I will delete it

[Pawan Singh @ipawansingh98]

Hi @AWSSupport , our SES production access request for ap-south-1 has been waiting since 25 oct, after we answered all of the follow-up questions. Could someone take a look? Happy to DM the case ID. Its hampering our business, please look into it on priority

[BridgeMind @bridgemindai]

Claude Code limits are INSANELY good now.

Dozens of Claude Opus 5.5 agents running at once.

After 2 hours I am at 94% of my session.

Fable 5.1 used to burn through it in 30 minutes.

4x the limits on a better model.

This is the first time Claude Max has actually felt like 20x.

[Pawan Singh @ipawansingh98]

I am building out more of these systematic backtests.

If this is the kind of content you want to see more of follow along.

I will be posting:
— Strategy teardowns
— Backtest methodology
— What actually holds up vs. curve-fitting

No hype. Just data.

[Pawan Singh @ipawansingh98]

I backtested an academic intraday momentum strategy on SPY.

$100k → $145k in 4 years.
Sharpe of 1.14. Max drawdown of just -4.2%.

Win rate? Only 34% — and it still makes money.

Here's how that's possible

[Pawan Singh @ipawansingh98]

What's the actual signal? Need to wait for my next thread for it
But I will say this:
— Uses only price + volume data
— Trades SPY 1-min bars during regular hours
— 1,905 trades across 4 years of data

Real edge or lucky backtest? I will let the stats speak.

[Pawan Singh @ipawansingh98]

#Iran chokes #Hormuz — 30% of world's seaborne crude at risk
📍 MCX Crude ($CRUDEOIL) set to go parabolic at open
📍 OMCs (HPCL, BPCL, IOC) — watch for circuit breakers
#Khamenei #Israel #MCX #Nifty #CrudeOil #OperationEpicFury