Featured Projects

Deep dives into data analytics and business intelligence projects that delivered measurable impact.

Financial Analytics Dashboard

Built an interactive Streamlit dashboard to provide real-time financial insights to stakeholders.

Problem

Finance teams had to manually compile revenue, profit, and trend reports from multiple sources. This process was error-prone and time-consuming, delaying decision-making.

Solution

Built a Streamlit dashboard that connects to databases via Python ETL scripts, automatically fetches financial data, and displays interactive KPI cards, trend charts, and drill-down tables for detailed analysis.

Impact

  • ✓ Reduced report generation time from 2 hours to 5 minutes
  • ✓ Eliminated manual data entry errors (now auto-refreshed)
  • ✓ Enabled 24/7 stakeholder access to financial KPIs
  • ✓ Supports trend analysis across 12+ financial metrics

Tech Stack

Python (Pandas, NumPy) • SQL • Streamlit • pandas_datareader • Plotly

Live Demo View Source
FD

Financial Analytics Dashboard

4x

Faster reporting

12+

KPI Metrics tracked

24/7

Access for stakeholders

VD

Visionverse Analytics Dashboard

30%

Faster model evaluation

50+

Models tracked

8

Dashboard views

Visionverse Analytics Dashboard

Centralized KPI dashboard for computer vision research experiments and model tracking.

Problem

Product teams managing 50+ CV models across different experiments couldn't easily compare metrics, track dataset quality, or share results with stakeholders. Data was scattered across Jupyter notebooks and spreadsheets.

Solution

Created a Streamlit dashboard that aggregates model metrics, dataset stats, and deployment logs into unified KPI views. Teams can now filter by experiment, track performance over time, and export reports.

Impact

  • ✓ Centralized 50+ model metrics in one dashboard
  • ✓ Reduced experiment evaluation time by 30%
  • ✓ Enabled rapid A/B comparisons between model versions
  • ✓ Simplified stakeholder handoff and reporting

Tech Stack

Python • Streamlit • Pandas • Plotly • JSON APIs

Live Demo View Source

GRS Analytics Dashboard

Public-facing operational KPI dashboard enabling real-time stakeholder visibility.

Problem

Stakeholders needed real-time operational metrics but had to request weekly email reports. This created delays and limited ad-hoc analysis capability.

Solution

Built a public Streamlit dashboard connected to live operational databases. Stakeholders can now access KPIs anytime, filter by date ranges, and export custom reports.

Impact

  • ✓ Eliminated weekly manual reporting overhead
  • ✓ Stakeholders gained 24/7 self-service access
  • ✓ Ad-hoc analysis now takes minutes instead of days
  • ✓ Reduced decision-making latency by 70%

Tech Stack

Python • Streamlit • SQL • Pandas • Export to CSV/Excel

Live Demo View Source
GR

GRS Analytics Dashboard

70%

Faster decisions

24/7

Self-service access

0

Manual reports/week

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