Selected Work

This section highlights selected research and applied data science work. Earlier technical projects are included selectively where they show relevant depth, publication history, or domain experience.

Financial Crime Machine Learning

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Data Scientist · May 2025 - Present

Applying machine learning in a regulated financial services environment to support financial crime detection and risk-focused decision-making.

Tags: professional, financial-crime, machine-learning

Enterprise Data & AI Consulting

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Data & AI Consultant · September 2022 - April 2025

Designed and delivered cloud-based data, analytics, and AI solutions for enterprise customers using Microsoft technologies, with work spanning solution design, technical documentation, implementation, and stakeholder alignment.

Tags: professional, azure, data-platforms, analytics

Motion-Based Delirium Detection

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Data Scientist · September 2021 - August 2022

Worked on healthcare research using accelerometer and 3D depth camera data to derive and benchmark motion features for delirium detection.

Tags: professional, healthcare, machine-learning

Visualizing Dynamic Graphs with Heat Triangles

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Creator · February 2020 - June 2020

Designed and implemented an overview-based interactive visualization tool for temporally long dynamic graph sequences, applied to US domestic flight data.

Tags: research, visualization, publication

Data Mining

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Contributor · November 2021 - Present

Projects covering textually similar documents, frequent itemsets and association rules, mining data streams, graph spectra, and k-way graph partitioning using JaBeJa.

Tags: research, data-mining

Big Data Management

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Contributor · April 2021 - July 2021

In this project we use the Spark platform for processing massive data and discovering minimal non-trivial functional dependencies and soft functional dependencies.

Tags: applied analytics

Data Intensive Computing

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Contributor · August 2021 - October 2021

Two labs regarding HDFS, HBase, Hadoop, MapReduce, Spark, Spark SQL, Spark Streaming, Structured Streaming, GraphX and project regarding real-time Bitcoin price predictions with news sentiment analysis.

Tags: data engineering, streaming analytics

HoodFood by Diverse IT

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Contributor · February 2019 - April 2019

HoodFood, a comparison tool which allows customers to compare prices between groceries easily, started by Diverse IT.

Tags: product analytics