Our group is solving the problem of unequal access to credit. Our North Star is an on-chain self-governed reputation scoring mechanism.
We’re looking for an Analytics Team Lead with prior experience in Data Science, ML Engineering; credit scoring & credit analysis. However, no expertise in blockchain dev is necessary.
What we offer
- Learn the blockchain tech and dive deeper into mechanisms of lending and borrowing smart contracts - Web3.py, Brownie
- Acquire skill in accessing and downloading blockchain lending data from Aave and Compound smart contracts - Graph CLI, geth/erigon
- Build scalable data engineering pipeline (python stack, Spark)
- Display created features using, web dev, (FastAPI interface, React, PostgreSQL, docker)
- See how to apply your machine learning skills to improve the capital efficiency of on-chain lending/borrowing transactions (LightGBM, SHAP, time-series + CNN, causal modeling)
Goal
- In the next 8 weeks, we’re aiming to build a tool that analyzes the history of blockchain user transactions and suggests optimal collateral lower than the market, keeping the same amount of risks.
Core Team
![notion image](https://www.notion.so/image/https%3A%2F%2Ffile.notion.so%2Ff%2Ff%2F2e513b3c-af33-49ea-bfed-b923f76b057a%2Fe074f8a4-02a5-4a50-80bb-9d7659f96e4b%2F1555954380004.jpg%3Fid%3D8f59a556-68cb-4142-a3ba-70dffc266a63%26table%3Dblock%26spaceId%3D2e513b3c-af33-49ea-bfed-b923f76b057a%26expirationTimestamp%3D1722110400000%26signature%3DGPzZc9-9Z-PsrakhX4UwB1eNTEDNP27z2vPN5W6FrHQ?table=block&id=8f59a556-68cb-4142-a3ba-70dffc266a63&cache=v2)
Pasha Datsiuk | Group Lead
Revenue Ops at Purefacts
![notion image](https://www.notion.so/image/https%3A%2F%2Ffile.notion.so%2Ff%2Ff%2F2e513b3c-af33-49ea-bfed-b923f76b057a%2F3f80243a-5941-4f09-b8f2-b5ccf6257e35%2F1560455722004.jpg%3Fid%3D3f7b0944-a4f6-4d76-ae55-c65d8e1b8aef%26table%3Dblock%26spaceId%3D2e513b3c-af33-49ea-bfed-b923f76b057a%26expirationTimestamp%3D1722110400000%26signature%3DnRqSOhraByVCdtLacIbZYwpddu8CTYk7AuwRbBrrjQk?table=block&id=3f7b0944-a4f6-4d76-ae55-c65d8e1b8aef&cache=v2)
Daniel Kur | Data Team Lead
Applied Research Scientist at ServiceNow
![notion image](https://www.notion.so/image/https%3A%2F%2Ffile.notion.so%2Ff%2Ff%2F2e513b3c-af33-49ea-bfed-b923f76b057a%2F0661f573-ff0e-487c-b98f-8a4868da1952%2F1557597724493.jpg%3Fid%3Ddfe60d87-1dbc-4a66-9220-2b68bac75aee%26table%3Dblock%26spaceId%3D2e513b3c-af33-49ea-bfed-b923f76b057a%26expirationTimestamp%3D1722110400000%26signature%3DBHbR3MIkemgqDOXlPUbVyfPkFHHfOIoaFGfG__lBHgQ?table=block&id=dfe60d87-1dbc-4a66-9220-2b68bac75aee&cache=v2)
Edward Johnson | Core Team
Founder at Ikinique
![notion image](https://www.notion.so/image/https%3A%2F%2Ffile.notion.so%2Ff%2Ff%2F2e513b3c-af33-49ea-bfed-b923f76b057a%2F9d148173-3197-49ba-b1a6-86709b3b579f%2F1516318766194.jpg%3Fid%3D7b1e74d1-1d90-4545-af18-21ff39042083%26table%3Dblock%26spaceId%3D2e513b3c-af33-49ea-bfed-b923f76b057a%26expirationTimestamp%3D1722110400000%26signature%3DgF5MYe2fBgT8YISj3uXDoFwoQVlYVc2tcuExDkcMwTU?table=block&id=7b1e74d1-1d90-4545-af18-21ff39042083&cache=v2)
Solito Reyes III | Core Team
Data Scientist at Vegito
![notion image](https://www.notion.so/image/https%3A%2F%2Ffile.notion.so%2Ff%2Ff%2F2e513b3c-af33-49ea-bfed-b923f76b057a%2Fb4d75eff-5e63-4555-899b-855be150629f%2F1588643725370.jpg%3Fid%3Dd85e23e2-2b8f-4b4e-afaf-4e4638943daf%26table%3Dblock%26spaceId%3D2e513b3c-af33-49ea-bfed-b923f76b057a%26expirationTimestamp%3D1722110400000%26signature%3DFfnJt4iUgJ6rXKMnSnyf8prU-p_M5JgD8lolrLQZ3wM?table=block&id=d85e23e2-2b8f-4b4e-afaf-4e4638943daf&cache=v2)
Chris Li | Core Team
Technology Analyst
![notion image](https://www.notion.so/image/https%3A%2F%2Ffile.notion.so%2Ff%2Ff%2F2e513b3c-af33-49ea-bfed-b923f76b057a%2F41fbc601-9578-47ce-b614-3f2f2501ca18%2F1610029126769.jpg%3Fid%3D3eabb195-767d-41bb-8851-b2e3a68e4d94%26table%3Dblock%26spaceId%3D2e513b3c-af33-49ea-bfed-b923f76b057a%26expirationTimestamp%3D1722110400000%26signature%3D4Qjmfb92rGA53AsuCPeRB8hJF5c69p-SF4_zt85YuRQ?table=block&id=3eabb195-767d-41bb-8851-b2e3a68e4d94&cache=v2)
Shubhanker Banerjee | Core Team
Researcher at Adapt Center
Contributors
Timeline
Our wg is divided into multiple teams, thus most of work is done in parallel
# | Major Milestones | Expected time to finish |
1 | Onboarding | 2 weeks |
2 | Data preparation | done |
3 | Featurization | 2 weeks |
4 | Get to a baseline model | 3 weeks |
Our Published Work
Why join?
- Experience 0 to 1 from within a startup
- Learn about the forefront blockchain tech
- See how your ml/blockchain skills can be applied in one of the most fast-growing areas
[Recruitment on hold. But you can join the group’s public Slack channel here for future opportunities.]