samssara capital - stat arb investors pitchbook

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Statistical Arbitrage – Investors pitch-book on medium & low frequency www.samssara.com

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Page 1: Samssara Capital - Stat Arb Investors Pitchbook

Statistical Arbitrage – Investors pitch-book on medium & low frequency

www.samssara.com

Page 2: Samssara Capital - Stat Arb Investors Pitchbook

Slide - 2Strictly private and confidentialThis presentation is intended solely for the recipient and should not be replicated in any form or manner electronic or otherwise

Samssara investment products:Samsarra ConservativeSamssara Aggressive

Page 3: Samssara Capital - Stat Arb Investors Pitchbook

Slide - 3Strictly private and confidentialThis presentation is intended solely for the recipient and should not be replicated in any form or manner electronic or otherwise

Product snapshot

Product Samssara Conservative

Samssara Aggressive

Size in Cr 75 50

Leveraged gross exposure in Cr 150 150

Allocation by strategy in Cr

Basket - Medium Freq 45.0 40.0

Single stock- Medium Freq 22.5 30.0

Basket - Low Freq 60.0 50.0

Single stock - Low Freq 22.5 30.0

Expected returns p.a. 20-28% 30-42%

Recommended investment period (years) 2 3

Fee structure (fixed/performance) 2%/20% 2%/25%

Exit load (before recommended period) 2% 2%

Page 4: Samssara Capital - Stat Arb Investors Pitchbook

Slide - 4Strictly private and confidentialThis presentation is intended solely for the recipient and should not be replicated in any form or manner electronic or otherwise

Indicative term sheet – Baskets stat-arb

Details Terms

Investment Size in Cr 5 (recommended)

Leveraged gross exposure in Cr 15 (recommended)

Recommended and minimum investment period (months) 12 and 36+

Prime broker Can be chosen by the client

Fee structure (fixed/performance/bonus ticker/exit) 2%/20%*/25%**/~1%

Data feed costs (part of fixed fees) 18,000 INR / an

Prime brokerage costs 0.01%

Statutory levies such as STT At cost

* Performance calculations Net of costs not taxes

** bonus ticker kick-in Performance greater than 48% pa

Client reporting Daily – on a per trade basis

Risk – Leverage limits 3.5X

Risk – Single stock & Net exposure < 10% & < 8% of gross resp.

Risk – Portfolio stop loss 12% of drawdown

Page 5: Samssara Capital - Stat Arb Investors Pitchbook

Slide - 5Strictly private and confidentialThis presentation is intended solely for the recipient and should not be replicated in any form or manner electronic or otherwise

Indicative term sheet – Single stocks stat-arb

Details Terms

Investment Size in Cr 1.0-1.5 (recommended)

Leveraged gross exposure in Cr 3.0-4.0 (recommended)

Recommended and minimum investment period (months) 6 and 36+

Prime broker Can be chosen by the client

Fee structure (fixed/performance/bonus ticker/exit) 2%/20%*/25%**/~1%

Data feed costs (part of fixed fees) 18,000 INR / an

Prime brokerage costs 0.01%

Statutory levies such as STT At cost

* Performance calculations Net of costs not taxes

** bonus ticker kick-in Performance greater than 48% pa

Client reporting Daily – on a per trade basis

Risk – Leverage limits 3.5X

Risk – Single stock & Net exposure < 10% & < 8% of gross resp.

Risk – Portfolio stop loss 12% of drawdown

Page 6: Samssara Capital - Stat Arb Investors Pitchbook

Slide - 6Strictly private and confidentialThis presentation is intended solely for the recipient and should not be replicated in any form or manner electronic or otherwise

Product risks and drawdowns

Product 2:1 Leverage 3:1 Leverage

Average Annualized Return 24% 36%

Annualized Volatility 14% 21%

Probability of losing 10% in 3 Year 1% 1.2%

Probability of losing 5% in 1 Year 5% 10%

Probability of losing 10% in 1 Year 3% 6%

Probability of losing 20% in 1 Year 1% 3%

Probability of losing 5% in 6 Months 7% 14%

Probability of losing 10% in 6 Months 4% 8%

Probability of losing 20% in 6 Months 1.5% 4%

Page 7: Samssara Capital - Stat Arb Investors Pitchbook

Slide - 7Strictly private and confidentialThis presentation is intended solely for the recipient and should not be replicated in any form or manner electronic or otherwise

Why Samssara?

Page 8: Samssara Capital - Stat Arb Investors Pitchbook

Slide - 8Strictly private and confidentialThis presentation is intended solely for the recipient and should not be replicated in any form or manner electronic or otherwise

Combination of commitment, capability and opportunity• Samssara commitment

• Long term commitment to growing the business - passionate about the subject combined with academic and practical expertise – enjoy what we do

• Long term commitment with investors

• Samssara stability• Lean cost structure and very low corporate overheads• Term sheets to attract 3 corporate investors / distribution partners with symbolic

corpus invested in exchange of token equity

• Samssara capability• Dedicated quantitative traders and analysts with international experience• Proven models across different market conditions and frequencies• Ability to re-innovate and build new and leading edge quant models

• Opportunity due to limited expertise on quantitative trading in the market• Most quant traders reside outside India due to lack of scope• Less know-how in India about the quant based market structure• 50-60% of quant trading in India done from outside the country• Lack of expertise amongst Indian investors and proprietary houses

Page 9: Samssara Capital - Stat Arb Investors Pitchbook

Slide - 9Strictly private and confidentialThis presentation is intended solely for the recipient and should not be replicated in any form or manner electronic or otherwise

What we offer to end investors…

• Alternative asset class (independent to equity return)• Hedge to volatile markets (e.g.: 2008)• Client portfolio diversification

• X% in equities vs. Y% in quantitative market neutral• Superior Alpha• Low correlation to market ([-0.3 : 0.3])• High Sharpe ratio [> 3]• Consistent in Historical Back-test and Live

• Currently tracking 1500 Baskets• Currently tracking 3 dimensions

Page 10: Samssara Capital - Stat Arb Investors Pitchbook

Slide - 10Strictly private and confidentialThis presentation is intended solely for the recipient and should not be replicated in any form or manner electronic or otherwise

Statistical Arbitrage Methodology

Stock futures with average daily turnover > 25 Cr. Per day

Divide stocks into sub-sector

Create universe of pairs and baskets

Daily statistical checks for mean reversions

Live time checks for risk neutrality

Live time checks for the portfolio optimization

Live time checks for optimal execution and order book depth

Automated execution, position management and trade bookings

Page 11: Samssara Capital - Stat Arb Investors Pitchbook

Slide - 11Strictly private and confidentialThis presentation is intended solely for the recipient and should not be replicated in any form or manner electronic or otherwise

Samssara team

•Manish Jalan is the chief strategist and director of the company. Prior to Samssara, Manish was a Quantitative Prop Trader in Tokyo, with Merrill Lynch for over 4 Yrs. He has developed and implemented factor and high/medium/low frequency trading models, which contributed more than $10 Mn. to the Prop Desk profitability. Prior to Merrill, Manish has worked with Simplex Technology in Japan and Aditi Technologies in Bangalore. Manish is a B. Tech and M. Tech from IIT Bombay.

•Rajesh Baheti is the incubation partner and director of the company and has more then 15 years of experience in trading India markets.. He is the founding director of Crossseas Capital Services (One of the first clients of Samssara) which currently operates 5 offices in Mumbai and several others across the country. Crossseas provides advisory in systematic trading opportunities to selected clients in India and abroad. Rajesh holds a PGDM from IIMA.

•Mangesh Hirve is the executive director of the company and has more than 15 years of experience in Financial Services. Mangesh has led teams delivering complex analytics projects in financial services for European asset management firms and was profiled on the Swiss national TV and in the magazine Bilanz. Earlier he has worked with Capgemini Consulting where he was the Country Lead for Financial Services and sales manager for France managing EUR 15 mn. Mangesh holds a B. Tech from IIT Bombay and an MBA from INSEAD in France.

Page 12: Samssara Capital - Stat Arb Investors Pitchbook

Slide - 12Strictly private and confidentialThis presentation is intended solely for the recipient and should not be replicated in any form or manner electronic or otherwise

Track record

Page 13: Samssara Capital - Stat Arb Investors Pitchbook

Slide - 13Strictly private and confidentialThis presentation is intended solely for the recipient and should not be replicated in any form or manner electronic or otherwise

Track record pre Samssara

Chief Strategy Developer: MJ• Worked for 3 years at

• Proprietary trading desk at Merrill Lynch, Tokyo• Worked with highly qualified systematic quantitative traders• Traded Asia-Pac and emerging markets using automated quant models

• Assets Managed• Medium frequency long/short models: $25 mn. long/ $25 mn. short• High frequency intra day models: $15 mn. daily turnover

• Returns• Generated profits of more then $10 mn. using quant models• Contributed significantly with quant intelligence on the overall

profitability of the desk which stood at $150 mn. Within 3 years.• India centric:

• Running models in Indian market since Jul’2009 on gross exposure of Rs. 20 cr.

Page 14: Samssara Capital - Stat Arb Investors Pitchbook

Slide - 14Strictly private and confidentialThis presentation is intended solely for the recipient and should not be replicated in any form or manner electronic or otherwise

Performance in live trading at Samssara

Analysis on Gross Exposure (Annualized)  

Average ROI Annually 20.60%

Volatility in ROI Annually 7.17%

Annualized Sharpe Ratio (of, ROI) 2.87

Daily VAR as % of Gross Invested Capital 1.20%

Peak to Trough Drawdown (On Gross Exposure) -1.96%

Peak to Trough Drawdown on Nifty -11.81%

Analysis on Margin Exposure (of 33 %)  

Annualized ROI On Margin 61.80%

Volatility in ROI Annually On Margin 21.52%

Annualized Sharpe Ratio, On Margin 2.87

Daily VAR as % of Margin Exposure 3.61%

Peak to Trough Drawdown -5.88%- Incepted in July’ 2009 in NSE stock futures

- Started with gross exposure of Rs. 1 cr. and scaled to current Rs. 20 cr.

Page 15: Samssara Capital - Stat Arb Investors Pitchbook

Slide - 15Strictly private and confidentialThis presentation is intended solely for the recipient and should not be replicated in any form or manner electronic or otherwise

ROI (%) on Gross Exposure – Live Trading

Page 16: Samssara Capital - Stat Arb Investors Pitchbook

Slide - 16Strictly private and confidentialThis presentation is intended solely for the recipient and should not be replicated in any form or manner electronic or otherwise

ROI (%) Comparison – Live Trading

Page 17: Samssara Capital - Stat Arb Investors Pitchbook

Slide - 17Strictly private and confidentialThis presentation is intended solely for the recipient and should not be replicated in any form or manner electronic or otherwise

Monthly P&L – Live Trading

Page 18: Samssara Capital - Stat Arb Investors Pitchbook

Slide - 18Strictly private and confidentialThis presentation is intended solely for the recipient and should not be replicated in any form or manner electronic or otherwise

Systematic Risks and Mitigation

Risk factor Mitigation in high-frequency Mitigation in medium/low frequency

• Market direction risk

• Very short term (<5 min.)• Holding >5 min. is dollar neutral

• Always dollar neutral•Equal dollar value of long/short

• Sector risk • Very short term• Unwind all positions intra-day

•Always sector/sub industry neutral

• Single stock risk • Don’t trade on day of earnings (T-1, T+1)• Portfolio never skewed on single stock

•Long side exposure on single stock less then 10%•Short side exposure on singe stock less then 6%

• Liquidity risk • Confined to Nifty 50 stocks• Stocks which trades more then $5mn. Daily

•Confined to 90 most liquid futures•Never hold more then 10% of ADV

• Corporate action risk (stock-split etc.)

•Automated handling of stock splits and bonus issuance

•Slippage risk • Automated executions to minimize slippage• Uses advanced multiple signal techniques to enter and exit positions.

•System crash / software risk

•Advanced backup and auto-recovery to manage current positions•Ensures that system can be re-started from where stopped

Personnel risk •Dedicated man-power to each strategy•Requires minimal IT support for everyday operation•Requires minimal training and very easy to handle

Page 19: Samssara Capital - Stat Arb Investors Pitchbook

Slide - 19Strictly private and confidentialThis presentation is intended solely for the recipient and should not be replicated in any form or manner electronic or otherwise

Back test results

Page 20: Samssara Capital - Stat Arb Investors Pitchbook

Slide - 20Strictly private and confidentialThis presentation is intended solely for the recipient and should not be replicated in any form or manner electronic or otherwise

Single stock pairs and baskets across sectors in India

Page 21: Samssara Capital - Stat Arb Investors Pitchbook

Slide - 21Strictly private and confidentialThis presentation is intended solely for the recipient and should not be replicated in any form or manner electronic or otherwise

Historical back-test: On exposure of (2:1) & (3:1)

Page 22: Samssara Capital - Stat Arb Investors Pitchbook

Slide - 22Strictly private and confidentialThis presentation is intended solely for the recipient and should not be replicated in any form or manner electronic or otherwise

Contact us

• Samssara Capital Technologies LLP208/209, Veena Chambers21 Dalal StreetMumbai – 400001

• Web: www.samssara.com • Contact Person:

• Manish Jalan • Tel: +919867832726• Email: [email protected]