Key insight: AI accelerates the shift from rote learning to applied, personalized problem-solving—but grading and truth-checking now demand more from both students and educators. The Evolution of Learning in MBA Programs MBA education has always…
Pairing Terraform and Ansible allows for clean separation of concerns between provisioning infrastructure and configuring workloads with Traefik, Docker Compose, and cloud-native logging tools simplifying service deployment and observability. Challenge At early stages, I needed…
A lot of the work I do comes down to negotiation not just with people, but with the reality of trade-offs. Every decision in an early-stage startup has constraints, and it’s rarely a clean win….
Hey everyone! I’m here to share an open-source project I built on GitHub for teams that train AI models with human feedback. The GitHub Pull Request is accessible here. I started building this tool back…
Key insight: Designing a driver geo-location tracking service in one month requires critical architectural design trade-offs that balances speed of delivery and performance. Adding an audit trail service to record driver’s locations increases security and…
Key insight: Designing an integrity tool for transaction failures across a distributed system reduces the time complexity of resolving issues because the tool is designed for consistency. When the base CLI is built, the challenge…
Key Insight: Effective systems design can generate substantial value by leveraging reusable components, enabling venture studios to accelerate product development across multiple startups. Challenge Venture studios working on multiple joint ventures face the challenge of…