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This project delivers an end-to-end financial transaction analysis system combining multiple analytical tools to provide actionable insights into cash flows, customer financial behavior, fraud patterns, and balance management.
Combining fraud pattern detection with cash flow analysis in a single dashboard is impressive — the suspicious transactions table alongside rolling averages gives compliance teams everything in one view. Really well structured!
The network for creativity
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This Project Overview Dashboard provides a comprehensive view of project performance, financial outcomes, and operational progress across the organization. Built using Power BI, this dashboard enables project managers and executives to monitor key project metrics, evaluate cost efficiency, and track overall project status in real time.
Key KPIs Tracked:
✔ Total Projects – Number of active and completed projects
✔ Project Cost – Total investment allocated across projects
✔ Project Benefit – Estimated value or return generated from projects
✔ Net Benefit – Difference between project benefit and cost
✔ Average Completion Rate – Overall project progress percentage
Tracking Net Benefit alongside Project Cost in real time is really powerful for executive decision making — gives leadership the full financial picture without digging into raw data. Well structured dashboard!
Built an end-to-end NLP pipeline to classify text reviews as Positive, Negative, or Neutral. Used NLTK for tokenization and lemmatization, TF-IDF for vectorization, and trained 3 ML classifiers — Logistic Regression, Naive Bayes, and SVM. Visualized sentiment trends and model accuracy using Matplotlib and Seaborn.
Great! can you embed you model in a web app?
For this Fintech mobile concept, my goal was to take complex financial data and make it feel "Zero Stress." I focused on clean data visualization and a bold, trustworthy blue palette to help users manage their money with clarity and confidence.
Key Design Features:
Interactive Analytics: Clean donut charts for quick spending insights.
Financial Health Monitoring: Real-time progress tracking to encourage better saving habits.
Streamlined Transactions: A friction-less "Wallet" interface for fast transfers and payments.
I believe financial tools should be empowering, not overwhelming. What do you think about this "Glassmorphism" look for the cards? Let me know in the comments! 👇
(Available for new UI/UX & Product Design projects!)
clean design Love this approach.
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