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Biography

4th year CSE - Computer Science @ UC San Diego, President of Triton Quantitative Trading (TQT), Quantitative Developer Intern @ QuantConnect | Incoming ML Engineer @ LPL Financial, 2x 1st place in QuantConnect’s Open Quant League

Activity on QuantConnect

This section highlights your contributions and engagement across the QuantConnect platform — including backtests, live trades, published research, and community involvement through comments and threads. It reflects your overall activity as part of the QuantConnect community.


Public Backtests (511)

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Intraday Volume Periodicity

168.809Net Profit

81.302PSR

1.423Sharpe Ratio

0.158Alpha

1.317Beta

48.509CAR

22.2Drawdown

-0.22Loss Rate

22Parameters

2Security Types

0Tradeable Dates

3501Trades

0.217Treynor Ratio

0.29Win Rate

spectral-periodicity-premium

14.095Net Profit

70.425PSR

0.979Sharpe Ratio

0.064Alpha

0.355Beta

19.834CAR

3.1Drawdown

-0.13Loss Rate

34Parameters

2Security Types

182Tradeable Dates

1895Trades

0.232Treynor Ratio

0.14Win Rate

Calculating Magenta Bear

10.684Net Profit

66.549PSR

0.707Sharpe Ratio

0.032Alpha

0.315Beta

14.946CAR

3Drawdown

-0.08Loss Rate

36Parameters

2Security Types

182Tradeable Dates

2891Trades

0.155Treynor Ratio

0.09Win Rate

Muscular Black Armadillo

60.808Net Profit

83.039PSR

3.262Sharpe Ratio

1.232Alpha

1.548Beta

213.788CAR

13.8Drawdown

-1.51Loss Rate

23Parameters

1Security Types

0Tradeable Dates

47Trades

0.859Treynor Ratio

5.57Win Rate

Calculating Blue Ant

5.153Net Profit

21.713PSR

-0.217Sharpe Ratio

-0.026Alpha

0.058Beta

5.143CAR

8.5Drawdown

-0.25Loss Rate

44Parameters

1Security Types

0Tradeable Dates

1018Trades

-0.344Treynor Ratio

0.25Win Rate


Community

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Rudy submitted the research Intraday Volume Periodicity

Abstract

Algorithmic execution can leave measurable patterns in intraday trading volume. This research uses QuantConnect’s Spectral Tick-Flow Signal dataset to rank the 100 most liquid US equities by the strength of their volume periodicity. Each week, the strategy selects the top quintile and weights positions toward stocks with stronger, persistent execution-flow signals. Backtested from July 2021 through July 2026, the long-only portfolio achieved a 0.792 Sharpe ratio, compared with 0.406 for SPY. All 25 tested combinations of universe size and execution-signal smoothing outperformed the benchmark, suggesting that the result was not dependent on a single narrow parameter configuration during the tested period.

14 days ago

Rudy left a comment in the discussion Short Term Reversal With Futures

Hi Chetan! Thank you for your message, the link works for me, maybe try again?:...

5 months ago

Rudy left a comment in the discussion Strategy Discussion: 238

Hi Grant, thank you for your contribution! Please make a minor update to your def Reader(self,...

5 months ago

Rudy left a comment in the discussion Adaptive States for Crypto

temporary inactive submission

1 years ago

Intraday Volume Periodicity

168.809Net Profit

81.302PSR

1.423Sharpe Ratio

0.158Alpha

1.317Beta

48.509CAR

22.2Drawdown

-0.22Loss Rate

22Parameters

2Security Types

0Tradeable Dates

3501Trades

0.217Treynor Ratio

0.29Win Rate

spectral-periodicity-premium

14.095Net Profit

70.425PSR

0.979Sharpe Ratio

0.064Alpha

0.355Beta

19.834CAR

3.1Drawdown

-0.13Loss Rate

34Parameters

2Security Types

182Tradeable Dates

1895Trades

0.232Treynor Ratio

0.14Win Rate

Calculating Magenta Bear

10.684Net Profit

66.549PSR

0.707Sharpe Ratio

0.032Alpha

0.315Beta

14.946CAR

3Drawdown

-0.08Loss Rate

36Parameters

2Security Types

182Tradeable Dates

2891Trades

0.155Treynor Ratio

0.09Win Rate

Muscular Black Armadillo

60.808Net Profit

83.039PSR

3.262Sharpe Ratio

1.232Alpha

1.548Beta

213.788CAR

13.8Drawdown

-1.51Loss Rate

23Parameters

1Security Types

0Tradeable Dates

47Trades

0.859Treynor Ratio

5.57Win Rate

Calculating Blue Ant

5.153Net Profit

21.713PSR

-0.217Sharpe Ratio

-0.026Alpha

0.058Beta

5.143CAR

8.5Drawdown

-0.25Loss Rate

44Parameters

1Security Types

0Tradeable Dates

1018Trades

-0.344Treynor Ratio

0.25Win Rate

Square Yellow-Green Ant

-2.046Net Profit

5.153PSR

-1.775Sharpe Ratio

-0.065Alpha

-0.033Beta

-2.042CAR

4.8Drawdown

-0.12Loss Rate

42Parameters

1Security Types

0Tradeable Dates

1366Trades

2.046Treynor Ratio

0.1Win Rate

Energetic Tan Caterpillar

13.921Net Profit

20.979PSR

-0.894Sharpe Ratio

-0.025Alpha

0.026Beta

2.64CAR

4.7Drawdown

-0.19Loss Rate

49Parameters

1Security Types

0Tradeable Dates

1906Trades

-0.886Treynor Ratio

0.17Win Rate

Upgraded Violet Cat

7.337Net Profit

2.456PSR

-0.798Sharpe Ratio

-0.033Alpha

0.034Beta

1.426CAR

8.7Drawdown

-0.28Loss Rate

46Parameters

1Security Types

0Tradeable Dates

1606Trades

-0.918Treynor Ratio

0.32Win Rate

Square Red Dinosaur

13.921Net Profit

20.979PSR

-0.894Sharpe Ratio

-0.025Alpha

0.026Beta

2.64CAR

4.7Drawdown

-0.19Loss Rate

49Parameters

1Security Types

0Tradeable Dates

1906Trades

-0.886Treynor Ratio

0.17Win Rate

Muscular Yellow Fish

13.921Net Profit

20.979PSR

-0.894Sharpe Ratio

-0.025Alpha

0.026Beta

2.64CAR

4.7Drawdown

-0.19Loss Rate

49Parameters

1Security Types

0Tradeable Dates

1906Trades

-0.886Treynor Ratio

0.17Win Rate

Casual Violet Bull

0.977Net Profit

16.274PSR

-1.113Sharpe Ratio

-0.047Alpha

-0.006Beta

0.975CAR

4Drawdown

-0.51Loss Rate

45Parameters

1Security Types

0Tradeable Dates

178Trades

8.359Treynor Ratio

0.45Win Rate

Hipster Tan Flamingo

0.977Net Profit

16.274PSR

-1.113Sharpe Ratio

-0.047Alpha

-0.006Beta

0.975CAR

4Drawdown

-0.51Loss Rate

45Parameters

1Security Types

0Tradeable Dates

178Trades

8.359Treynor Ratio

0.45Win Rate

Alert Yellow Green Hamster

15.516Net Profit

7.708PSR

-0.494Sharpe Ratio

-0.022Alpha

0.016Beta

2.926CAR

7.8Drawdown

-0.47Loss Rate

44Parameters

1Security Types

0Tradeable Dates

280Trades

-1.323Treynor Ratio

0.51Win Rate

test

377.323Net Profit

42.051PSR

0.9Sharpe Ratio

0.178Alpha

1.165Beta

36.682CAR

34Drawdown

-1.8Loss Rate

13Parameters

1Security Types

0Tradeable Dates

402Trades

0.212Treynor Ratio

1.6Win Rate

Formal Fluorescent Orange Jackal

-3.781Net Profit

0.169PSR

-1.029Sharpe Ratio

-0.046Alpha

0.003Beta

-0.768CAR

11.4Drawdown

-1.59Loss Rate

40Parameters

1Security Types

0Tradeable Dates

60Trades

-15.146Treynor Ratio

1.39Win Rate

restored_pairs_10m

2.974Net Profit

0.89PSR

-0.896Sharpe Ratio

-0.037Alpha

-0.001Beta

0.588CAR

9.9Drawdown

-1.52Loss Rate

203Parameters

1Security Types

0Tradeable Dates

102Trades

32.108Treynor Ratio

1.87Win Rate

normalized-formation-cadence-debug

10.751Net Profit

3.72PSR

-0.587Sharpe Ratio

-0.02Alpha

-0.115Beta

2.063CAR

10.3Drawdown

-3.7Loss Rate

20Parameters

1Security Types

0Tradeable Dates

60Trades

0.231Treynor Ratio

4.56Win Rate

Retrospective Orange Pigeon

-10.064Net Profit

0.003PSR

-1.481Sharpe Ratio

-0.056Alpha

0.001Beta

-2.098CAR

11.4Drawdown

-1.63Loss Rate

40Parameters

1Security Types

0Tradeable Dates

56Trades

-63.304Treynor Ratio

0.91Win Rate

Long-Only Lazy Prices

241.64Net Profit

12.449PSR

0.558Sharpe Ratio

0.063Alpha

0.969Beta

21.087CAR

34.4Drawdown

-1.09Loss Rate

23Parameters

1Security Types

0Tradeable Dates

798Trades

0.155Treynor Ratio

1.45Win Rate

Creative Brown Koala

155.842Net Profit

17.542PSR

0.533Sharpe Ratio

0Alpha

0.985Beta

15.755CAR

33.2Drawdown

0Loss Rate

9Parameters

1Security Types

1611Tradeable Dates

1Trades

0.09Treynor Ratio

0Win Rate

Lazy Prices Final Implementation

410.867Net Profit

22.476PSR

0.725Sharpe Ratio

0.113Alpha

1.074Beta

28.918CAR

38.3Drawdown

-1.51Loss Rate

25Parameters

1Security Types

0Tradeable Dates

484Trades

0.195Treynor Ratio

2.55Win Rate

Determined Yellow Green Albatross

395.204Net Profit

21.494PSR

0.711Sharpe Ratio

0.109Alpha

1.069Beta

28.294CAR

38.3Drawdown

-1.52Loss Rate

22Parameters

1Security Types

0Tradeable Dates

471Trades

0.192Treynor Ratio

2.65Win Rate

Dancing Apricot Lemur

395.204Net Profit

21.494PSR

0.711Sharpe Ratio

0.109Alpha

1.069Beta

28.294CAR

38.3Drawdown

-1.52Loss Rate

22Parameters

1Security Types

0Tradeable Dates

471Trades

0.192Treynor Ratio

2.65Win Rate

Sleepy Black Monkey

395.204Net Profit

21.494PSR

0.711Sharpe Ratio

0.109Alpha

1.069Beta

28.294CAR

38.3Drawdown

-1.52Loss Rate

20Parameters

1Security Types

0Tradeable Dates

471Trades

0.192Treynor Ratio

2.65Win Rate

Casual Sky Blue Hornet

310.868Net Profit

68.54PSR

1.222Sharpe Ratio

0.195Alpha

1.136Beta

51.197CAR

30.4Drawdown

-1.2Loss Rate

20Parameters

1Security Types

0Tradeable Dates

270Trades

0.285Treynor Ratio

3.19Win Rate

Sleepy Yellow Green Termite

310.868Net Profit

68.54PSR

1.222Sharpe Ratio

0.195Alpha

1.136Beta

51.197CAR

30.4Drawdown

-1.2Loss Rate

22Parameters

1Security Types

0Tradeable Dates

270Trades

0.285Treynor Ratio

3.19Win Rate

Pensive Fluorescent Orange Goat

-34.708Net Profit

0.005PSR

-0.046Sharpe Ratio

-0.062Alpha

0.615Beta

-3.663CAR

87.3Drawdown

-2.29Loss Rate

21Parameters

1Security Types

0Tradeable Dates

785Trades

-0.021Treynor Ratio

2.2Win Rate

lazy_prices_after

845.921Net Profit

11.614PSR

0.652Sharpe Ratio

0.074Alpha

0.944Beta

21.737CAR

38Drawdown

-1.17Loss Rate

23Parameters

1Security Types

0Tradeable Dates

890Trades

0.159Treynor Ratio

1.8Win Rate

Formal Red Falcon

735.477Net Profit

10.107PSR

0.625Sharpe Ratio

0.066Alpha

0.909Beta

20.422CAR

39Drawdown

-2.26Loss Rate

21Parameters

1Security Types

0Tradeable Dates

276Trades

0.153Treynor Ratio

4.87Win Rate

lazy_prices_before

1383.241Net Profit

25.526PSR

0.807Sharpe Ratio

0.111Alpha

0.867Beta

26.624CAR

36.6Drawdown

-1.27Loss Rate

22Parameters

2Security Types

0Tradeable Dates

909Trades

0.209Treynor Ratio

1.71Win Rate

Rudy submitted the research Intraday Volume Periodicity

Abstract

Algorithmic execution can leave measurable patterns in intraday trading volume. This research uses QuantConnect’s Spectral Tick-Flow Signal dataset to rank the 100 most liquid US equities by the strength of their volume periodicity. Each week, the strategy selects the top quintile and weights positions toward stocks with stronger, persistent execution-flow signals. Backtested from July 2021 through July 2026, the long-only portfolio achieved a 0.792 Sharpe ratio, compared with 0.406 for SPY. All 25 tested combinations of universe size and execution-signal smoothing outperformed the benchmark, suggesting that the result was not dependent on a single narrow parameter configuration during the tested period.

14 days ago

Rudy left a comment in the discussion Short Term Reversal With Futures

Hi Chetan! Thank you for your message, the link works for me, maybe try again?:...

5 months ago

Rudy left a comment in the discussion Strategy Discussion: 238

Hi Grant, thank you for your contribution! Please make a minor update to your def Reader(self,...

5 months ago

Rudy left a comment in the discussion Adaptive States for Crypto

temporary inactive submission

1 years ago

Open Quant League

The Open-Quant League is a quarterly competition between universities and investment clubs for the best-performing strategy. The previous quarter's code is open-sourced, and competitors must adapt to survive.

Get this certificate by participating in our Open Quant League

Open Quant League

The Open-Quant League is a quarterly competition between universities and investment clubs for the best-performing strategy. The previous quarter's code is open-sourced, and competitors must adapt to survive.

Get this certificate by participating in our Open Quant League

Open Quant League

The Open-Quant League is a quarterly competition between universities and investment clubs for the best-performing strategy. The previous quarter's code is open-sourced, and competitors must adapt to survive.

Get this certificate by participating in our Open Quant League

Open Quant League

The Open-Quant League is a quarterly competition between universities and investment clubs for the best-performing strategy. The previous quarter's code is open-sourced, and competitors must adapt to survive.

Get this certificate by participating in our Open Quant League

Open Quant League

The Open-Quant League is a quarterly competition between universities and investment clubs for the best-performing strategy. The previous quarter's code is open-sourced, and competitors must adapt to survive.

Get this certificate by participating in our Open Quant League

QuantConnect Boot Camp

QuantConnect Boot Camp is a comprehensive educational program designed to help individuals learn algorithmic trading and quantitative finance using the QuantConnect platform.

Get this certificate by completing QuantConnect Boot Camp Courses

Open Quant League

The Open-Quant League is a quarterly competition between universities and investment clubs for the best-performing strategy. The previous quarter's code is open-sourced, and competitors must adapt to survive.

Get this certificate by participating in our Open Quant League

Open Quant League

The Open-Quant League is a quarterly competition between universities and investment clubs for the best-performing strategy. The previous quarter's code is open-sourced, and competitors must adapt to survive.

Get this certificate by participating in our Open Quant League