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Dana Cohen

Data Scientist, ML Engineer, AI Researcher

Dana Cohen

I turn messy data into models and decisions - from exploratory analysis to production ML that moves the metric.

Open to workTel Aviv, Israel
About

About me

I'm a data scientist who loves the full arc - framing the question, finding signal in the noise, and shipping a model people actually use.

My toolkit spans Python, classical ML, and modern LLM workflows, with a strong bias toward measurable impact and clean experimentation.

I care about rigor: reproducible pipelines, honest metrics, and models that hold up in production.

  • ML models in production
  • From EDA to deployment
  • LLM & RAG pipelines
  • Python • SQL daily
Tech Stack

Tools I build with

The technologies and tools behind my work.

Languages

PythonSQLR

Machine Learning & AI

Scikit-learnPyTorchLLMsRAG

Data & Tools

PandasSparkdbtMLflow
Featured Projects

Things I've shipped

A selection of work I'm proud of - from idea to working result.

Churn Prediction

A churn model that lifted retention campaigns' ROI by 23% in production.

PythonXGBoostMLflow

RAG Knowledge Bot

A retrieval-augmented assistant over internal docs with citations.

LLMsVector DBPython

Forecasting Pipeline

An automated demand-forecasting pipeline with backtesting and alerts.

PandasProphetAirflow
Live from GitHub

What I'm building right now

Pulled live from GitHub, updated automatically.

Journey

Experience & Education

My professional and academic journey so far.

2022 - Present

Data Scientist

Analytics Co.

Full-time · Hybrid · Tel Aviv

  • Built and deployed ML models powering core product decisions.
  • Owned experimentation and metrics for a key growth initiative.
PythonMLSQL
Contact

Let's build something

Open to new roles and interesting collaborations. Drop a message.

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