Deep Dive

Enterprise Retention Dashboard

ML-driven dashboard to reduce employee turnover

Step 1

The Challenge

High attrition rates were costing the client approx. $50k per departure in rehiring costs.

The Challenge

Step 2

The Approach

Trained Random Forest classifier (85% accuracy)

Built interactive React dashboard with Recharts

Integrated with secure HRIS API endpoints

The Approach

Step 3

The Impact

Projected $200k savings in first year

Improved manager-employee feedback loops

Data-driven culture transformation

The Impact

Results That Matter

85%

accuracy

$200k/yr

savings

+15%

retention

Integrated Portfolio

Where Technology Meets Business Impact

To obtain an entry-level position in fintech or tech-driven financial services where I can apply my background in business analytics, computer science, and emerging technologies to contribute to innovation and strategic decision making.

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Enterprise Retention Dashboard

Product Manager & Dev

ML-driven dashboard to reduce employee turnover

500+

Users

Active users

100/100

Performance

Lighthouse score

99.9%

Uptime

Availability

< 2.5s

Load Time

Page speed

Tech Stack:

React

Python

Scikit-Learn

FastAPI

TL;DR

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Looking for a Hybrid Talent?

I bring the rare combination of technical depth and business acumen to every challenge.