Ahmad
joined April 28, 2025
  • Is Freelancing as a Data Scientist or Python Developer realistic for someone just starting

    Breaking into freelancing can feel like a dream -flexible hours, diverse projects, and working on your own terms. But when you’re just starting out, especially in technical fields like data science or Python development, it’s easy to feel overwhelmed. Building credibility, finding clients, and pricing your work  it’s a lot. And while the internet is(Read More)

    Breaking into freelancing can feel like a dream -flexible hours, diverse projects, and working on your own terms. But when you’re just starting out, especially in technical fields like data science or Python development, it’s easy to feel overwhelmed.

    Building credibility, finding clients, and pricing your work  it’s a lot. And while the internet is full of success stories, the reality often looks different when you’re at square one.

    This space is for real experiences. Whether you’ve just begun, taken a few gigs, or built a solid freelance career  your journey can help others understand what it really takes.

    Let’s talk honestly about the start, the struggle, and what’s actually possible.

  • How often you update feature engineering after deployment to handle data drift in ML ?

    In your machine learning projects, once a model is deployed, how often do you revisit and adjust the feature engineering process to address issues caused by data drift?What indicators or monitoring strategies help you decide when updates are needed?

    In your machine learning projects, once a model is deployed, how often do you revisit and adjust the feature engineering process to address issues caused by data drift?
    What indicators or monitoring strategies help you decide when updates are needed?

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