Selected work

Featured Projects

Applying predictive models and AI automation to real-world challenges — from pricing intelligence to multi-platform social monitoring.

Featured Project · Machine Learning

International Football Predictive Engine

An advanced machine learning pipeline and dynamic ELO tracking system forecasting the ultimate global football tournament, built resiliently from limited data.

Pythonscikit-learnpandasMultinomial Logistic RegressionDynamic ELONext.jsTypeScriptRecharts
Explore DashboardRead Case Study

Opening Round Projections · Market-Calibrated

24 fixtures priced

● Projections live

Mexico vs South Africa

62% · 29% · 9%

Spain vs Cape Verde

46% · 33% · 21%

England vs Croatia

67% · 25% · 8%

Spain +45.1%France +44.4%Uzbekistan −14.0%Dynamic Form Index

Predictive Analytics

Dynamic Pricing Dashboard

Advanced time-series forecasting to surface actionable pricing intelligence.

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Avg. Market Price

$489.00

↑ 12.4%

Retailers

12

tracked

ML Accuracy

94.2%

model

Weekly Δ

+8.3%

avg price

Data Analytics

Web Analytics & Behavior Dashboard

Advanced user tracking and conversion optimization platform leveraging data-driven insights.

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Total Visitors

24,513

+8.2%

Conv. Rate

3.8%

+1.1%

Avg. Session

2m 34s

−0.3%

Sessions · Last 12 weeks

OrganicSocialCPCDirect+2 more

Data Science · ML Research

Global Attention Span Forecasting

Time-series predictive modeling of global short-form content addiction and mental well-being from 2015 to 2060.

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Mean Focus Span · Global

18.0 min

All ages ↔

100

Countries

60K+

Observations

2060

Year horizon

Platform engagement vs. Addiction Score

r = +0.883

Platform engagement vs. Attention Span

r = −1.000

Addiction Pressure vs. Sleep Quality

r = −0.301

More projects coming soon