My blogs, reflections, and writings

  • What it’s like Using AI in an MBA program

    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…

    • Terraform and Ansible: Infrastructure and Deployments

      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…

      • Trade-offs, and Hypotheses Testing: How I Navigate Product Decisions in a Startup

        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….

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