š¢ Day 4/100: The Role of Data in Credit Scoring
Data is the fuel for any credit scoring engine. š
However, in Ethiopia, traditional credit data is scarce.
Today, I'll dive into:
Types of alternative data (e.g., mobile money, e-commerce behavior).
Ethical challenges in data collection.
I plan to build a framework that respects privacy while being effective.
#DataDriven #CreditScoring #AlternativeData #Fintech #EthicalAI #Ethiopia
Data is the fuel for any credit scoring engine. š
However, in Ethiopia, traditional credit data is scarce.
Today, I'll dive into:
Types of alternative data (e.g., mobile money, e-commerce behavior).
Ethical challenges in data collection.
I plan to build a framework that respects privacy while being effective.
#DataDriven #CreditScoring #AlternativeData #Fintech #EthicalAI #Ethiopia
š¢Day 7/100: Tackling Data Availability in Ethiopia
Building a credit scoring model in Ethiopia has challenges, especially regarding data. š
Key hurdles Iām exploring:
1ļøā£ Data scarcity: Formal credit histories are rare, but eCommerce and mobile money data offer untapped potential.
2ļøā£ Local partnerships: Collaborating with fintechs to access anonymized transaction data.
3ļøā£ Privacy compliance: Ensuring data protection laws are adhered to while innovating responsibly.
š” Question of the day: Are there alternative sources of financial data that have worked well in other emerging markets?
#DataChallenges #Ethiopia #FintechInnovation #AlternativeData #PrivacyByDesign
Building a credit scoring model in Ethiopia has challenges, especially regarding data. š
Key hurdles Iām exploring:
1ļøā£ Data scarcity: Formal credit histories are rare, but eCommerce and mobile money data offer untapped potential.
2ļøā£ Local partnerships: Collaborating with fintechs to access anonymized transaction data.
3ļøā£ Privacy compliance: Ensuring data protection laws are adhered to while innovating responsibly.
š” Question of the day: Are there alternative sources of financial data that have worked well in other emerging markets?
#DataChallenges #Ethiopia #FintechInnovation #AlternativeData #PrivacyByDesign
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