“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.
From the granular details of credit scorecards to the high-level architecture of asset management systems, my career has been a journey of bridging the gap between raw data and financial decisions. This blog is my way of giving back to the community that helped me grow.
Quick Facts About Me
If we haven’t met yet, here is a snapshot of my professional footprint:
- 11.5 years in FinTech & Banking Analytics.
- Specialized in Credit risk analytics & scorecard development.
- Managed Branch banking business analytics across 3000+ branches.
- Deep expertise in Credit analytics for retail & MSME portfolios.
- Hands-on Data engineering for regulatory and risk data pipelines.
- Currently focused on Asset-management analytics in an investment-banking environment.
What Drives Me
Technology in finance is no longer just a support function; it is the product. I am driven by:
- Turning complex financial data into actionable insight: Making data speak the language of business.
- Building scalable, cloud-native data pipelines: Because models are only as good as the data feeding them.
- Merging quantitative models with practical business context: Theory is great, but execution is everything.
- Lifelong learning: Constantly exploring AI / ML, MLOps, and quantitative finance.
- Empowering others: Demystifying complex topics through clear, hands-on tutorials.
Why This Blog?
I started singhprashant.in with four specific pillars in mind:
- 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 the discipline of writing.
- Open Source Spirit: Showcasing reusable code snippets, templates, and mini-libraries.
What to Expect Next
I have a roadmap of technical and career-focused content planned. Here is a sneak peek at the upcoming themes:
| 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 with me on LinkedIn.
Let’s learn together!
Thanks for stopping by, and here’s to an insightful journey ahead.