Automated NSE Market Data Pipeline and Reporting Dashboard

Automated NSE Market Data Pipeline and Reporting DashboardAutomated NSE Market Data Pipeline and Reporting Dashboard

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Prabhat Dubey

• Nov 2

Built an automated financial data pipeline covering approximately 2,400 NSE-listed stocks, transforming daily market data into structured analytics and client-ready reports.

Developed Python-based data collection and processing workflows using Yahoo Finance data, Pandas, and SQLite. Automated market snapshots, financial metric calculations, and formatted Excel/CSV report generation.

Implemented scheduled GitHub Actions workflows to orchestrate data collection, report generation, Google Drive uploads, and automated email delivery. Added retry mechanisms, delivery monitoring, and a Next.js dashboard to make market information and pipeline status accessible.

Key capabilities:

Automated data collection across approximately 2,400 NSE stocks.

Daily market snapshots and SQLite database management.

Financial data processing and reporting with Pandas.

Automated Excel and CSV report generation.

Google Drive integration and email-based report delivery.

Scheduled workflows, retries, and delivery verification.

Web-based financial data dashboard.

Completed work

Business Workflow Automation Financial Analysis Full Stack Development Cloudflare Workers Next.js Python

MD AL MAMUN

• Oct 28

Don't just make Ecommerce 2d boring site. Make something that your users remembers😎 built by nextJS, Framer Motion, Lenis, Gsap, TailwimdCSS

Framer Website Design webdesign saaswebsite Next.js Interactive Design Web Design Framer Visual Studio Code

Ali Jaber

• Oct 29

the floating bottom bar with the cart button is a nice touch, buying stays one tap away. are the 3D objects video loops or rendered images? that usually decides how fast a page like this loads

Arundhati Tiwari

• Oct 28

I wanted to see how far I could take an idea using AI, so I built something.

Meet Instant CSV Dashboard 🚀

It's an experiment in making data easier to explore by turning CSV files into interactive dashboards.

I built it using AI tools, moving beyond static designs to create something people can actually try.

I'm sharing a short demo of the experience, and I'd love to hear what you think.

Have a look: https://interactive-csv-dashboards.ai.studio/

If you work with data regularly, what would you want a tool like this to do for you?

#ProductDesign #AI #DataVisualization @Google USA

Completed work

Google AI Studio AI Agent Designer Vibe Coding

Muhammad Adeen Khan

• Oct 28

Nice one. I'd want it to pick the right chart for each column on its own. That's where most people get stuck.

Ella Shteier

• Oct 28

For BrewMetrics, an analytics platform for cafés and coffee shops, handled both the design and the development.

The goal was to make data feel friendly and easy to understand for café owners. We went with a warm coffee-inspired palette, clear typography and simple visuals that explain the product at a glance.

Then built it, so the final site looks exactly like the design. No lost details between Figma and launch.

What do you think of the result?

Need someone to design and build your website? My DMs are open ✨

WordPress Development Responsive Design UX Research