Teaser of the company
Bright Habitat is VizLore Labs Foundation spinoff, with the mission to lead regional ICT technology related innovation and seed entrepreneurship culture. Bright Habitat promotes a wider usage of cryptocurrencies with its AI based cryptocurrency trading solution and lowers the blockchain technology adoption bar by providing ChainRider Blockchain as a Service solution for simplified, user-friendly and fast blockchain development.
Bright Habitat has developed the following blockchain-based prototype in the scope of BlockStart:
ChainRider Blockchain as a Service
There is a scarcity of blockchain developers, and building internal competencies is expensive and time consuming. The process of building blockchain based prototypes and MVPs usually lasts a couple of months. Existing blockchain solutions are either too generic or self-centered, incomplete, and hard to integrate with existing systems.
In order to overcome these issues, we provide ChainRider Blockchain as a service solution. ChainRider BaaS drives wider adoption of blockchain technology by offering fast prototyping (minutes instead of months) and easy to use blockchain service for fintech. Through simple web forms, the end user is able to configure and deploy a blockchain solution and with a web developer knowledge integrate it with existing business workflows and applications. ChainRider comprises three main services: 1. Blockchain network generator which makes setting up a permissioned Hyperledger Fabric blockchain easier than ever before. Users can choose to deploy their network on local infrastructure or use our click-to-deploy feature to deploy the blockchain network on Google, Amazon AWS or Microsoft Azure cloud in less than 15 minutes. 2. The Smart Contract Generator service allows for the creation of Hyperledger Fabric NodeJs smart contract to be built and deployed in less than a minute. 3. Blockchain marketplace comprising advanced smart contracts and blockchain network templates which help users add more sophisticated features to their networks and build MVPs even faster.
Technical development during Prototype stage
Through BlockStart, ChainRider BaaS has been expanded with a service named ChainRider Marketplace. The marketplace is a space for publishing templates of more sophisticated and use-case specific Hyperledger Fabric smart contract and blockchain networks. The prototype phase enabling the marketplace has included the following development milestones:
Our 1-year product roadmap:
- Migration to Hyperledger Fabric 2.0 (Oct 2020)
- Support for fully managed blockchain as a service solution (Dec 2020)
- Vault management of cryptographic material (currently part of the configuration archive) (March 2021)
- Opening marketplace for contributions by ChainRider users (June 2021)
Business development during Prototype stage
Bright Habitat has developed the following blockchain-based prototype in the scope of BlockStart:
ChainRider AI-based cryptocurrency trading
Reports indicate that more than 95% of traders are losing money. The average individual investor underperforms a market index by 1.5% per year; and active traders underperforms by 6.5% annually. Among all day traders, nearly 40% trade for only one month. 80% of day traders quit within the first two years.
Relaying on individual financial indicators alone is not enough for successful trading. Manual order execution is unfavourable as it requires strict discipline, emotional distancing and often leads to errors.
In order to solve the cryptocurrency trading challenges experienced by 95% of traders, Bright Habitat has applied concepts such as artificial intelligence (AI), data analytics and automation. Its solution is based on its real-time growing data set, which currently counts close to 1 billion data points of executed trades. In order to capitalize on this data, the company employs AI which uses deep reinforcement learning to generate trading signals for 5 cryptocurrencies: Bitcoin, Ethereum, Bitcoin Cash, Litecoin and Dash. Deep reinforcement learning field of research has been able to solve a wide range of complex decision-making tasks that were previously out of reach for a machine. It is a category of machine learning where intelligent machines/agents can learn from their actions similar to the way humans learn from experience. This concept is at the core of Bright Habitat’s trading solution and it yields significant return of investment, by detecting correlation between more than 30 financial features simultaneously. The company’s solution enables automated execution of trades in customers’ accounts with its order execution engine, driven by AI-generated trading signals. Its current machine learning models provide return of investment which ranges from 0.82% to 1.95% per closed trade, depending on the portfolio spread (selected cryptocurrencies). On average, the return of investment for the first 5 months of 2020 was 101% (with included exchange trading fees of 0.15%).
Technical development during Prototype stage
With BlockStart, Bright Habitat has been able to optimize its deep reinforcement learning models used for generating trading signals, by adding four new financial features:
- Stochastic oscillator
- Moving Average Convergence Divergence (MACD)
- Hull Moving Average (HMA)
- Ichimoku Cloud.
The architectures of the neural network models have been changed accordingly: updated number of layers, neurons and dropout. In conclusion, the optimized models’ return of investment is on average 30-40% better than the previous models.
An automated trading service (bot) has been implemented for different exchanges and trading strategies:
The following product roadmap is envisioned for ChainRider AI based trading solution:
- Implementation of trading bots for new exchanges (Binance, BitFinex, Houbi) (Sept 2020)
- High responsive trading signal generation (from 1h to 5 minute) (Nov 2020)
- Optimized models with new financial features combining LSTM and DRL (Dec 2020)
- Building a web/cloud platform and providing AI trading solution to end users – B2C business model. (Feb 2021)
- Order routing support (March 2021)
- Automated service for strategic spreading of portfolio for high volume transactions (May 2021)
Business development during Prototype stage
Meet the Team
We had a great time working with the BlockStart team, and we owe great thanks to our mentor Mr. Ugnius Ramanauskas. Feedback received from mentoring sessions helped us to better position our service with respect to the market and improve market visibility. The Prototype phase was quite challenging as we had to simultaneously develop two MVPs and bring them to the level of Minimum Saleable Products though active lead generation, business development and customer acquisition
Total funding received by Bright Habitat DOO Novi Sad under BlockStart: €16,000 (€1,000 for Ideation Kick-off and €15,000 for Prototype stage)