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Projects & Research

This portfolio includes projects based on experiencia and education projects, blending research, analytics, and engineering craft.

Explore by practice area and deep dive into walkthroughs or external case studies.

Data Science

Analytics experimentation, causal inference, and insight automation.

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Data Engineer

Pipelines, orchestration, and resilient data infrastructure.

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AI-ML

Model development, evaluation, and real-time inference.

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Analytics

Dashboards, decision intelligence, and stakeholder storytelling.

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Data Science

Data Science Projects

Analytics experimentation, causal inference, and insight automation.

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Abstract visualization of data science experimentation

Customer Churn Signal Lab

Segmented churn drivers with uplift modeling and experiment design dashboards.

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Forecasting chart for retail demand

Demand Forecasting Notebook

Hierarchical Prophet + XGBoost ensemble delivering SKU-level forecast lifts.

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Data Engineer

Data Engineer Projects

Pipelines, orchestration, and resilient data infrastructure.

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Data engineering pipeline illustration

Event Streaming Platform

Kafka to warehouse pipeline with CDC, observability SLIs, and IaC guardrails.

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Modern analytics workspace

Analytics Lakehouse

dbt + Iceberg stack powering BI and ML feature freshness across domains.

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AI-ML

AI-ML Projects

Model development, evaluation, and real-time inference.

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Machine learning neural network graphic

Anomaly Detection Mesh

Streaming anomaly service using isolation forests and adaptive thresholds.

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MLOps security and monitoring visuals

MLOps Benchmark

End-to-end vertex pipeline with CI/CD, model registry, and drift alerting.

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Analytics

Analytics Projects

Dashboards, decision intelligence, and stakeholder storytelling.

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Analytics dashboard showcasing executive metrics

Executive Metrics Portal

Next.js analytics hub surfacing KPIs with drilldowns and commentary workflows.

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Dashboard showing realtime operational metrics

Realtime Ops Dashboard

Socket-powered dashboard surfacing ops metrics with alerting and user permissions.

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Illustration of blogging and storytelling

Keep Exploring

Dive into walkthroughs, notes, and playbooks in the blog.

I document project retrospectives, research deep dives, and the engineering lessons that make data systems resilient. Fresh posts drop every month.

Visit the blog