When AI Meets Investment
DATAMIMO, the artificial intelligence investment advisor, is joining forces from big data and sophiscated models to establish a new generation of investment vehicles. DATAMIMO mines data from over 100 different sources to build machine learning/ deep learning/ reinforcement learning models, further enhances existing analytical methodologies to achieve accurate predictions and strategy optimization throughout the investment lifecycle.
Real Estate
The residential real estate advisor that uses large ensemble of models to forecast trending in your area, estimate the property value, and provide optimized buy/sell strategy
Stocks
The algorithmic trading advisor that combines enormous data sources to pierce the financial veil of S&P 500 companies, provides the true valuation of stocks with different models
Options
The derivatives advisor that calibrates data in real-time fashion and assesses fair value of the contracts to identify unique and hard-to-detect investment opportunities
DATA SCIENCE
With high processing power and models to handle big and unstructured data, computers identifies new opportunity much faster than humans.
Data science plays a revolutionary role in traditional investment industries and re-defines the industries. With the ability to uncover hidden trends, unknown correlations and make accurate predictions, data science can help humans make quicker and better decisions.
Exploring data patterns that humans tend to ignore or incapable to recognize, data science unfolds a multi-dimensional market picture and is critical for investors to adopt.
Big Data
The era of big data has arrived long before investors realize it. The three Vs of big data (Volume, Velocity and Variety) have elevated the intrinsic value of data to capital directly. Recent technology breakthroughs have reduced the cost of data storage and the speed of data computation exponentially, making it less expensive and faster to store and use data than ever before. More accurate, precise and timely investment decisions are empowered by big data, with an increase volume of data now more accessible and cheaper.
Arificial Intelligence
The proliferation of artificial intelligence, machines that combine computing power with ability to learn, brings new hope to investment industries. AI has exceeded human performance in various domains including both unstructured data and natural perception areas. When fused together with human expertise, AI can deliver powerful results by quick exploration and judgement of opportunities that humans tend to neglect.
Simulations and Models
Monte Carlo simulation (MCS) is a flexible and powerful numerical method to value financial derivatives. By evaluating different numerical pricing frameworks (lattice based and Monte-Carlo based) invariant over pricing models, the optimized derivative pricing and risk management system can be build to serve as the North Star for investment.
