Grow your business 

  with digital transformation

A data-driven consultancy boutique – helping you to digitalize your business in order to increase efficiency and profitability

What we do


Our recent work

Using Machine Learning to identify good ICOs & scam detection.

report1

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

report2

ML Part: Forecast and Confidence

The table present current data as well as forecasted ROI and confidence level of the forecast
Methodology - 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
 

Funds / VCs

If you are a fund or VC that is interested in our predictive model and market insights on tech and blockchain startups and want to collaborate.