Accuracap PMS
PMSIME's View on Accuracap PMS
AMC View
AccuraCap PMS is a unique quant-based PMS with a team of experienced founders and investors known for their expertise in technology and finance.
AMC Pedigree
AccuracapPMS has a strong pedigree with founders who are experienced in computer science, tested their strategy with their own money before opening to public investments, and have a 10-year track record in quant strategies.
Team Pedigree
Accuracap was founded by 2 seasoned data scientists - Naresh Chand Gupta (core-promoter) & Raman Nagpal - both of whom are highly qualified in computer science, big data analysis, and machine learning, making them ideal candidates for running a quant strategy due to their expertise in these areas. After a strong tenure, Raman Nagpal recently left Accuracap, to focus on AltaAcura (a long-short AIF with a similar AI-ML quant focus). While this is an important departure, since Naresh was the more senior & original founder, and with the algorithims having stablised & proven themselves over time - we make a note of the churn but do not downgrade our team rating.
Investment Philosophy
Accuracap's quant-based investment process focuses on 3 stages - (1) Data clean up from Reported Earnings (2) Analysis & Ranking of the Universe based on AI Based spatio-temporal rankings based on an algorithm that uses extensive data points (3) Portfolio construction on the basis of the ranked universe. A quant strategy's effectiveness is determined by its real-market performance, not its philosophy. With a proven track record of over 10 years, the algorithm seems to consistently perform very well in the small-cap space (where PicoPower is amongst the most consistent smallcap funds), but performance in large-caps has not been as strong.
AMC Background
AccuraCap is a highly differentiated PMS, that uses Big Data and Behavioural Analysis to drive their quant-based strategies. Set up in 2009 by 2 renowned computer scientists to manage their personal portfolios (subsequently expanded to managing public money in 2011), Accuracap is one of the few pure-play quant-based PMS providers in India. Quant-based AMC Philosophy run by 'Pure Quants' Accurapcap runs quant-based strategies. We believe that a quant strategy is best run by 'pure quants', and this is what both Naresh Gupta & Raman Nagpal bring to the table. The founders are the core investment team, both Naresh and Raman come with unparalleled educational & professional qualifications in the fields of computer science, big data analysis & machine learning. The core investment team has tested the strategy on their own money before opening up to public investments and they are one of the very few quant strategies with a 10-year track record.Investment Philosophy
Accuracap PMS follows a pure quant-strategy, with algorithms that use Big Data and Behavioral Analysis for stock selection & portfolio construction. These algorithms have developed by renowned computer scientists (Naresh Gupta & Raman Nagpal), both of whom have considerable senior-mgmt level industry experience in the use of Artificial Intelligence, Big Data, and Computer Learning. The algorithm is driven by the principles of identifying quality businesses with a moat around their business model that is reasonably priced with an intent to hold for medium to long term. The algorithm helps the team evaluate and identify businesses objectively and scientifically. The PMS uses the same philosophy for an exit strategy. where it reviews the portfolio every quarter for possible deterioration in the business model, and exit any businesses that show clear signs of such deterioration. The Accuracap team believes this process helps them keep the emotions out of the investment process. The Investment Team is also strongly aligned to investor returns and the strategy itself:- Skin-in-the-game with more than 50% of the total corpus that of the promoters
- Fee structure: no arbitrary hurdle rates as performance benchmarked against appropriate indices and profit-sharing only on the alpha generated relative to the index
ALGORITHM
Accuracap team claims that their unique ranking algorithm conducts extensive “Spatio-temporal” analysis of every business. They compare the business against every other business over space and time. This initial process of the filter helps them narrow the investment universe to some high-quality businesses. The algorithm then uses “Pendulum Hypothesis”, where they buy these businesses at reasonable valuations. The algorithm follows equi-weight portfolio strategy. In essence, the algorithm that the Accuracap team has developed helps them hold on to winning ideas and weed out losers at regular intervals.
Accuracap's Edge
Unlike most quant strategies, Accuracap’s algorithm is focused on the fundamentals of businesses with the ability to take advantage of market psychology. The strategy follows a risk-averse and conservative approach with no arbitrary weight calls on any sector or stock. This allows for investment decisions to be made with no emotions in the decision-making process.
Suitable For
Investor's seeking to leverage the latest computing technologies (Big Data, AI, Behavioural Analysis) for a quant-driven approach to investment management.Investment team
Naresh Chand Gupta | 5-star rated FM
Co-founder & CEO | 36 yrs Experience | 10 yrs at current firm
Past Experience: Adobe India (MD & CEO), LNK Corp (Director-Artificial Intelligence)
Naresh is a computer scientist, researcher and corporate executive with impressive technology credentials. As CEO of Adobe India, Naresh oversaw 3500+ engineers and was responsible for over 40% of Adobe's global R&D, including the grant of hundreds of patents. Naresh is the author of several seminal scientific papers in the area of Artificial Intelligence, Pattern Recognition, and Computer Vision and holds seven Individual U.S. Patents. He left Adobe to start Accuracap PMS in 2015, in order to use his technical expertise in algo-based quant investing.
