What we do
Advise startup teams
We advise startups on strategy and help mentor founders to bring their business to the next level.
Build artificial intelligence model
We leverage the power of machine learning in start-up analysis and use algorithms to identify investment opportunities.
Identify investment / acquisitions of startups
Extensive database of Blockchain companies with high potential teams and encouraging business models.
Create win-win relationships
We connect the right startups with the right investors; provide support to help startups grow and investors profit.
Provide reliable market intelligence
So far, we analysed over 2,300 Blockchain related tech start-ups globally and collected over 2.1 million data points. We therefore can offer market data and insights to potential investors, helping them with their investment or acquisition decisions.
Our recent work
Using Machine Learning to identify good ICOs & scam detection.
Challenges:
- To collect unbiased information through manual research and automation- Structure it in a common way
- Deploy auto-update current Token Price\ Amount, and as result we have real time values for Market Cap, Current ROI
- Establish DataBase connection to Data Studio
- Present in proper way of visualisation
Our results:
- Data collection: circa 2,400 ICOs- 2,1 million data point - Interactive reports
Building Neural Networks to predict ROI of ICOs
ML Part: Forecast and Confidence
The table present current data as well as forecasted ROI and confidence level of the forecastMethodology - we came a long way from binary classification is ROI will be positive or no to the combination of AdaBoost for probabilistic score and several regression algorithms
Used models:
- AdaBoost
- RandomForest Regressor
- Lasso Regression
Used metrics were enhanced by IBM Watson semantic analysis of Whitepapers.
Reduce bias by scam\copycat and outliers detection
Confidence level - determines as a weighted combination of the different models result as well as the fulfillment of the data for ICOs.
How we can help you
Entrepreneurs
If you are an early stage tech focused business, seeking either capital or mentoring and support for growth, please submit your details