Akanimoh Umoren

Data Scientist & Poet. Exploring hidden stories in data through analysis, science, and engineering craft.

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Focus: Data Science, Full Stack Software Engineering, Project Management.

ECG Signal Classification

Capstone project comparing k-NN and deep CNNs for ECG-based heart disease detection.

Data Science

PyTorchKNNCNNECGHealthcare AI

Code Paper

Movie Recommender (Pixie-inspired)

Graph-walk recommendations with item-item signals and cold-start handling.

Data Science

RecsysRandom WalkGraphPython

Live Code Paper

Art Collective Platform

Multi-artist portfolio + donations + collaboration tools with curated marketplace.

Projects

Next.jsPostgresStripeCollab

Live Code

I Stick Around Till the Music Stops

Collection 1, I Stick Around Till the Music Stops.

Poetry

Poem

Read Poem

Oklahoma

Collection 1, I Stick Around Till the Music Stops.

Poetry

Poem

Read Poem

About Me

I am a computer science professional and student who focuses on data science, software engineering and design, and project management. I work across modeling, analysis, managing, and engineering to ship reliable, human-centered data products. I also have a great appreciation for arts of all kinds especially music and literature. I enjoy writing and reading poetry.

Currently based in North Carolina pursuing my Masters degree in Computer Science with a concentraion in Data Science; open to collaboration on ML, recommender systems, and data storytelling projects. Also feel free to reach out to me to talk about music or poetry! =D

Skills

Languages

PythonSQLTypeScript/JavaScriptJava

ML / Data

PyTorchscikit-learnPandasNumPyJupyter

Data Ops

DBT (basics)Airflow (basics)PostgreSQLBigQuery

Web / Infra

Next.jsVercelDocker (basics)Git/GitHub

Recsys / Signals

Graph walksEmbedding searchRanking metrics (MAP@K, NDCG)

Project Management

AsanaAgile MethodologiesScrum Methodologies

Strengths

Critical thinkingStatisticsCommunicationAdaptability