Erik Præstgaard
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Erik Præstgaard Email & Phone Number

Data Scientist @ IMPACT A/S at IMPACT Extend A/S
Location: Copenhagen, Capital Region of Denmark, Denmark 4 work roles 4 schools
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Current company
IMPACT Extend A/S
Role
Data Scientist @ IMPACT A/S
Location
Copenhagen, Capital Region of Denmark, Denmark
Company size
32 employees

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Erik Præstgaard is listed as Data Scientist @ IMPACT A/S at IMPACT Extend A/S, a with 32 employees, based in Copenhagen, Capital Region of Denmark, Denmark. AeroLeads shows a matched LinkedIn profile for Erik Præstgaard.

Erik Præstgaard previously worked as Data Scientist at Impact Extend A/S and Student Data Engineer at Impact Extend A/S. Erik Præstgaard holds Master Of Science - Ms, Applied Mathematics from Dtu - Technical University Of Denmark.

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IMPACT Extend A/S

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Profile bio

About Erik Præstgaard

I am a full time data scientist at Impact A/S, where I focus on building and maintaining production-grade MLOps pipelines on Azure Databricks, focusing on e-commerce. Through this I have gained critical experience in managing stakeholder expectations and data communication. On the technical side, I have worked with massive data processing using an ETL framework, and orchestrating deliverables according to best practice. On the theoretical side, applications of Bayesian modeling and graph theory particularly interest me. I have previous industry experience as a full-stack data science consultant, where I have been responsible for data architecture, data management, and statistical ML modeling.I received my masters degree in Mathematical Modeling and Computation in the spring of 2024, where I focused on statistics, data science, and dynamical systems. My thesis deals with the underlying geometrical properties of deep neural networks. I received undergraduate degrees in both math and philosophy from the University of Pittsburgh in 2021. GitHub: https://github.com/ejpraestgaard

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IMPACT Extend A/S
Impact Extend A/S
Data Scientist @ IMPACT A/S
denmark
Website
impactextend.dk
Employees
32
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4 roles

Erik Præstgaard work experience

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Data Scientist

Current
Impact Extend A/S

Copenhagen, Capital Region Of Denmark, Denmark

Developing streaming data pipelines for use in Omnichannel attribution, hosted in Azure Databricks. Consolidated customer expectation into an internal Python package build with Apache spark, hosted and maintained in Azure DevOps and deployed using Terraform. Data reporting, including internal-use dashboards for monitoring web traffic in real-time, and cost management. Ad-hoc statstical/ML modeling, for use cases such as outlier detection and price forecasting.

May 2024 - Present

Student Data Engineer

Impact Extend A/S

København, Capital Region, Denmark

Data Engineering:Developing ETL pipelines in Azure Databricks and DLT, with a focus on industry best practices, such as the medallion framework, ACID transformations, dimensional models, and CDC. Used PySpark and SQL for both streaming and batch sources, such as Meta Ads, GA4, and GSC. Orchestration and CI/CD using git and Azure DevOps.ML/Data Science:Developing data science solutions in Azure. Establishing API endpoint to marketing ad services from providers such as Google and Meta. Designing statistical/deep learning ML models for e-commerce BI solutions, including advertising budget allocations, marketing mixed modelling (MMM), share of wallet (SOW) surveys, and customer lifetime value (CLV) analysis.Ad Hoc:Internal reporting on theoretical aspects of ML applications, including:- CLV modeling: P/NBD, BG/NBD, GG/NBD, etc.- MMM modeling: Adstock transformations, Pareto optimal frontsResearch on applying advanced AI techniques, such as LLMs, GNNs, and BNNs to e-commerce.

Mar 2023 - May 2024

Junior Data Scientist

Ag Analytics A/S

København, Capital Region, Denmark

Developed full stack ML solutions for the automotive industry.Machine Learning/AI:Built, implemented, and maintained a production grade capacity forecasting model for Toyota DK. Designed and engineered the entire data life-cycle, resulting in the model as a MVP. Other regression-based machine learning models for customers such as the Stern Auto Group.Data Modelling:Created databases containing novel KPIs, engineering from massive company datasets, balancing statistical relationships and customer needs. Implemented these datasets in company data pipelines, anddisplayed and monitored them on company dashboards.Data Management/Software Development:Wrote and implemented an automated data update process, with oversight via email send-outs, which allows for 50% faster data updating, and increased data fidelity. Wrote and implemented a predictive maintenance methodology for determining data corruption, based on industry knowledge combined with confidence intervals and outlier identification. Refactored existing data pipelines for 5 − 20× faster run-time.

Mar 2022 - Feb 2023

Undergraduate Teaching Assistant

University Of Pittsburgh

Pittsburgh, Pennsylvania

Individually helped students in all courses of undergraduate education. Lead classes, for multiple students, both in person and on Zoom.Privately tutored a college level math course, requiring broad knowledge of undergraduate mathematics. Created a one-on-one lesson plan for the client.

Aug 2018 - May 2021
Team & coworkers

Colleagues at IMPACT Extend A/S

Other employees you can reach at impactextend.dk. View company contacts for 32 employees →

RB Rikke Bergmann Christiansen Rikke Bergmann Christiansen Colleague at Impact Extend A/SAarhus, Central Denmark Region, Denmark View → DL Denys Lund Denys Lund Colleague at Impact Extend A/SCopenhagen, Capital Region Of Denmark, Denmark View → AD Andreas Dahlbom Sørensen Andreas Dahlbom Sørensen Colleague at Impact Extend A/SHinnerup, Central Denmark Region, Denmark View → EB Emil Brogaard Emil Brogaard Colleague at Impact Extend A/SCopenhagen Metropolitan Area, Denmark View → MR Mathilde Rouzé Prætorius Mathilde Rouzé Prætorius Colleague at Impact Extend A/SCopenhagen Metropolitan Area, Denmark View → DH Denis Hansen Denis Hansen Colleague at Impact Extend A/SCentral Denmark Region, Denmark View → DC Daniel Cachola Daniel Cachola Colleague at Impact Extend A/SLisbon, Portugal View → VH Vinni Hyttel Bach Vinni Hyttel Bach Colleague at Impact Extend A/SCopenhagen, Capital Region Of Denmark, Denmark View → RC Rene Cederlund Rene Cederlund Colleague at Impact Extend A/SØlstykke, Capital Region Of Denmark, Denmark View → JS Jacob Strange Bisgaard Jacob Strange Bisgaard Colleague at Impact Extend A/SFarum, Capital Region Of Denmark, Denmark View →
4 education records

Erik Præstgaard education

Bachelor Of Science - Bs, Mathematics, 3.93

University Of Pittsburgh

Activities and Societies: Tutor, undergraduate teaching assistantGraduated summa cum laude and with departmental honours

FAQ

Frequently asked questions about Erik Præstgaard

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What company does Erik Præstgaard work for?

Erik Præstgaard works for IMPACT Extend A/S.

What is Erik Præstgaard's role at IMPACT Extend A/S?

Erik Præstgaard is listed as Data Scientist @ IMPACT A/S at IMPACT Extend A/S.

Where is Erik Præstgaard based?

Erik Præstgaard is based in Copenhagen, Capital Region of Denmark, Denmark while working with IMPACT Extend A/S.

What companies has Erik Præstgaard worked for?

Erik Præstgaard has worked for Impact Extend A/S, Ag Analytics A/S, and University Of Pittsburgh.

Who are Erik Præstgaard's colleagues at IMPACT Extend A/S?

Erik Præstgaard's colleagues at IMPACT Extend A/S include Rikke Bergmann Christiansen, Denys Lund, Andreas Dahlbom Sørensen, Emil Brogaard, and Mathilde Rouzé Prætorius.

How can I contact Erik Præstgaard?

You can use AeroLeads to view verified contact signals for Erik Præstgaard at IMPACT Extend A/S, including work email, phone, and LinkedIn data when available.

What schools did Erik Præstgaard attend?

Erik Præstgaard holds Master Of Science - Ms, Applied Mathematics from Dtu - Technical University Of Denmark.

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