QI is the result of extensive collaboration between experienced macro investors, leading academics at Cambridge University and data science experts

Krishnan Sadasivam

1988 - 1991
Cambridge University, BA Computer Science
1997 - 1999
Wharton, MBA
1999 - 2005
Fidelity International, Portfolio Manager
2005 - 2008
KDA Hedge Fund, Founder
2008 - 2011
Brevan Howard, Partner, Macro Trader
2012 - 2014
Millennium/CCA, Portfolio Manager

Krish has a background as a Portfolio Manager across both equity and macro based strategies, working for both real money firms and hedge funds. His core view for many years has been that macro factors drive not only broad equity indices, rates, fx and commodities but that macro also explains single stock price movements far more than is generally appreciated – an idea that was validated at QI.

Krish has previously been a PM at Fidelity (achieving an Excel Top 5 Investors ranking), he founded KDA (an equity hedge fund with USD1.8bn AUM at peak), was a Partner at Brevan Howard and a Macro PM at Citi Capital Advisors Global Macro Fund. Krish holds a BA in Computer Science from Cambridge and an MBA from Wharton.

Mahmood Noorani

1985 - 1989
LSE, Bsc/MSc Economics
1993 - 1997
UBS, Options Trader
2000 - 2004
Credit Suisse, Prop Trader
2004 - 2009
BlueCrest, Senior Portfolio Manager
2009 - 2013
Citi Capital Advisors, Portfolio Manager
2013 - 2014
Millennium, Portfolio Manager

Mahmood is an experienced macro investor with a background as a rates derivatives trader, macro proprietary trader and macro hedge fund Portfolio Manger. He started researching quantitative investment processes several years ago and founded QI in 2014. His research into quantitative methods was motivated by a conviction that traditional macro investment processes no longer worked as they had previously, that market structure was changing and that a new approach was needed to understand financial market dynamics.

Mahmood started his career at Morgan Stanley and has since worked for firms including UBS, Credit Suisse, BlueCrest Capital and Citi Capital Advisors Global Macro Fund. He holds a B.SC and M.Sc in Economics from the LSE

Prof. Michael Hobson

Academic Advisor

Professor Michael Hobson is Professor of Astrophysics in the Cavendish Astrophysics Group of the Department of Physics at the University of Cambridge. He is also Vice-Master of Trinity Hall, Cambridge. Michael works closely with QI and has authored a White Paper on QI’s approach to understanding financial market dynamics and valuations.

Michael read Natural Sciences at Sidney Sussex College,Cambridge and received his B.A. (Hons) degree in 1989, obtaining a triple first. He was awarded the Taylor Scholarship and Tripos prize and remained at Sidney Sussex to complete his Ph.D in the physics of star-formation in the Cavendish Astrophysics Group. Subsequently, as a Research Fellow at Trinity Hall and then an Advanced Fellow of the Particle Physics and Astronomy Research Council, he developed an interest in cosmology, in particular the study of fluctuations in the cosmic microwave background, and was involved in the first detection of these fluctuations. He became a fully tenured member of the Faculty of the Department of Physics in 2000, and at the age of just 43 was made Professor of Astrophysics in 2011.

He has published over 400 research papers and 8 books, and is widely regarded as one of leading authorities worldwide in the development and application of Bayesian statistical methods, and has published a number of widely-used textbooks in physics and mathematics. In 2013, Michael also began applying his Bayesian statistical inference methods and machine-learning techniques to financial data analysis, and this work is complemented by his partnership with QI.

Nikhil Agarwal

Chief Quant

Nikhil has been instrumental in building the QI analytical platform and manages application design, enhancement, the application of data science and manages the overall QI development team in New Delhi. Nikhil has 14 years of experience developing quantitative frameworks in various industries including banking, insurance and pensions.

Nikhil’s previous roles include fixed income and credit derivatives research at Morgan Stanley and actuarial pricing and modelling at GE Insurance Solutions. He has qualifications in actuarial studies from the Casualty Actuarial Society (CAS) and holds an Undergraduate and Master’s degree in mathematics and computing from the Indian Institute of Technology (IIT), Delhi.

Peter Tran

VP Global Sales

Peter joined QI in September 2016 to lead the process of expanding the client base and business development. He has been leading sales teams and developing businesses for over 20 years. After a market making role at Merrill Lynch, Peter moved to the inter dealer broker business in 1993 and spent over 20 years setting up new products, from European government bonds , bond options , interest rate option , long dated hybrid fx options , inflation swap and bonds , basis, and emerging markets. . He ran large teams in London, New York and Tokyo at firms such as Eurobrokers, Tullet and Tokyo and CantorFitzgerald / BGC.

From 2001 to 2016, Peter funded and built a dry cleaning / shoe repair business which was eventually moved on-line enabling dry cleaning pick up and delivery from a click. Peter sold this business after leaving BGC and spent the period 2014 to 2016 pursuing entrepreneurial opportunities across construction, commercial and residential property and investing in start-ups. Peter holds a B.Sc in Business Finance.

Desmond Dundon


Desmond joined QI as COO in April 2016. He has 20 years of experience, and has held several COO / CFO roles for banks and hedge funds. His previous experience includes CFO of RenAsset Management, COO of Global Macro Strategies at Napier Park Capital (a hedge fund spun out of Citi Capital Advisors), CFO for Solent Partners (a credit hedge fund). Desmond has worked for Merrill Lynch in London, New York and Tokyo and also spent 5 years at Bankers Trust. Desmond holds a Bachelor of Commerce degree from the National University of Ireland, Galway, and is a Chartered Accountant (FCA) with the Institute of Chartered Accountants in Ireland having trained at KPMG.

The Smart Cube

Business Partner

The Smart Cube is a global professional services firm delivering custom research and analytics services to corporations, financial services and management consulting firms globally. Founded in 2003, The Smart Cube has conducted more than 22,000 studies through its global network of analysts. The firm is headquartered in London and has over 400 staff throughout Asia Pacific, the United States and Europe. The Smart Cube brings a deep pool of talent across disciplines from marketing to data science and has been QI’s key business partner since inception.