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📚 Library Management System using Python & Streamlit
Excited to share my latest project: a Library Management System built with Python, Streamlit, SQLite, and Pandas.
✨ Features:
✅ Add and manage books
✅ View book records
✅ Issue and return books
✅ Import data from Excel/CSV
✅ Store data using SQLite database
✅ Simple and user-friendly interface
This project helped me strengthen my skills in Python, database management, and web app development with Streamlit.
#Python #Streamlit #SQLite #DataScience #WebDevelopment #LibraryManagementSystem #Programming #StudentProject #PortfolioProject #PythonProjects
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Tagline: The internal tool orchestras don't have: tracking parts, bowings, and distribution for an entire season, in one place.
Description:
Every orchestra has a librarian quietly keeping the whole operation running — tracking which parts are rented vs. owned, whether the bowings are marked before rehearsal, and who currently has which stand's music sitting on their stand. Right now that job runs on spreadsheets, paper checklists, and institutional memory. I wanted to see what a purpose-built tool for that role could look like.
Podium is a 4-screen prototype covering the full workflow: a season library view showing every work in rotation with its parts-prep status at a glance, a score detail view breaking that down section by section, a prep checklist for marking up bowings stand by stand with a live progress counter, and a distribution screen for tracking which musician has which part and when it's due back.
I built it in Flowstep, aiming for something closer to a rare-book catalog than a typical SaaS dashboard — warm paper background, a single brass accent, serif for the repertoire, monospace for every number. It's a niche profession nobody else was likely to design for, which is exactly why I wanted to build it.
Tools used: Flowstep
🦈 Shark Tank Startup Intelligence Dashboard
Description
The Shark Tank Startup Intelligence Dashboard is an executive-level Business Intelligence solution designed to help investors, venture capital firms, startup founders, and business consultants evaluate startup performance through data-driven insights. It provides a centralized view of key startup metrics, enabling smarter investment decisions and business growth analysis.
This dashboard tracks critical business indicators such as Startup Valuation, Monthly Recurring Revenue (MRR), Burn Rate, Runway, Growth Score, Funding Progress, Revenue Trends, Investor Interest, and Startup Performance Rankings. Interactive KPI cards and dynamic visualizations help users quickly assess financial health, growth potential, funding status, and operational sustainability.
It also features Funding Progress Overview, Valuation Trends, Revenue & Burn Rate Analysis, Investor Interest Tracking, Startup Pipeline Management, Growth Leaderboards, and Smart Alerts & Insights, allowing stakeholders to identify high-potential startups, monitor funding milestones, manage financial risks, and make confident investment decisions.
Built using Microsoft Power BI, SQL, Microsoft Excel, Power Query, and DAX, this dashboard transforms complex startup data into clear, actionable insights that support strategic planning, fundraising, and executive reporting.
Key Features
🦈 Startup Valuation Analysis
💰 Monthly Recurring Revenue (MRR) Tracking
🔥 Burn Rate & Runway Monitoring
📈 Funding Progress Dashboard
🚀 Startup Growth Score
👨💼 Investor Interest Analysis
📊 Startup Performance Rankings
🚨 Smart Alerts & Business Insights
📋 Executive Investment Dashboard
Client Note
The Shark Tank Startup Intelligence Dashboard is built for investors, venture capital firms, accelerators, incubators, startup founders, and business advisors who need a clear and reliable view of startup performance. By combining financial metrics, growth indicators, and investment insights into one interactive dashboard, it helps evaluate opportunities, monitor funding progress, reduce investment risk, and support confident, data-driven business decisions. Each dashboard can be fully customized to match your organization's investment strategy and reporting requirements.
