“The best way to predict the future is to create it.” — Peter Drucker

Welcome to singhprashant.in! 🎉
After more than a decade immersed in the fast-evolving world of financial technology, I’m excited to open this space where I can share lessons learned, industry insights, and the projects that keep me curious.

Quick Facts About Me

  • 11 years in FinTech & Banking Analytics

    • Credit risk analytics & scorecard development
    • Branch banking business analytics across 70+ branches
    • Credit analytics for retail & MSME portfolios
    • Data engineering for regulatory and risk data pipelines
    • Asset-management analytics in an investment-banking environment

  • What Drives Me

    1. Turning complex financial data into actionable insight
    2. Building scalable, cloud-native data pipelines
    3. Merging quantitative models with practical business context
    4. Lifelong learning in AI / ML, MLOps, and quantitative finance
    5. Empowering others through clear, hands-on tutorials

Why This Blog?

  • Knowledge Sharing – Documenting real-world solutions to common FinTech data challenges.
  • Community – Connecting with practitioners, aspiring analysts, and curious minds.
  • Reflection – Tracking my growth and refining ideas through writing.
  • Open Source Spirit – Showcasing reusable code snippets, templates, and mini-libraries.

What to Expect Next

Theme Upcoming Topics
Data Engineering PySpark micro-patterns, Airflow DAG best practices
Risk & Analytics Building credit-risk scorecards in Python
Cloud & DevOps Serverless architectures with AWS Lambda & CDK
Quant Finance Designing modular qfinbox components
Career Insights Transitioning from retail banking to investment analytics

Join the Conversation

I believe great ideas grow faster when shared.
Have questions, suggestions, or war stories of your own? Drop a comment, connect on LinkedIn, or tweet @SinghPrashant. Let’s learn together!

Thanks for stopping by, and here’s to an insightful journey ahead. 🚀