AI-Driven Suspicious Login Detection for Laravel platform
Budget: €3,000 – €5,000 EUR
I'm seeking a seasoned developer to create a modular, privacy-compliant AI-based suspicious login detection system for my Laravel platform. The system should leverage unsupervised machine learning to flag high-risk logins.
Key Requirements:
- Develop a Python-based microservice that scrutinizes login data and provides real-time risk assessments.
- Utilize various data points including IP addresses, login times, and device information to identify potential threats.
- Implement automated responses to suspicious logins, such as sending alerts, locking accounts, and terminating sessions.
- Ensure the system can notify administrators of suspicious activity via email.
Ideal Skills and Experience:
- Proficiency in Python and Laravel
- Experience with unsupervised machine learning
- Knowledge of data privacy compliance
- Familiarity with developing microservices
- Ability to implement automated decision-making systems
- Experience with creating alert systems
Key Requirements:
- Develop a Python-based microservice that scrutinizes login data and provides real-time risk assessments.
- Utilize various data points including IP addresses, login times, and device information to identify potential threats.
- Implement automated responses to suspicious logins, such as sending alerts, locking accounts, and terminating sessions.
- Ensure the system can notify administrators of suspicious activity via email.
Ideal Skills and Experience:
- Proficiency in Python and Laravel
- Experience with unsupervised machine learning
- Knowledge of data privacy compliance
- Familiarity with developing microservices
- Ability to implement automated decision-making systems
- Experience with creating alert systems