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Ervin Wilneder

Ervin Wilneder

Head of AI & DataOps

Klimber | Buenos Aires

Technologies

My Portfolio Highlights

My New Course

Feature Engineering for Machine Learning in Python

My New Course

Hypothesis Testing in Python

My New Track

Machine Learning Scientist

My New Course

Feature Engineering for Machine Learning in Python

AI Engineering & DataOps | Statistics | Web Scraping & Automation | Cloud Computing (GCP & AWS) | Python | SQL | R | JavaScript

My Work

Take a look at my latest work.

course

Cluster Analysis in Python

course

Hyperparameter Tuning in Python

course

Machine Learning for Time Series Data in Python

course

Cluster Analysis in Python

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

Courses

Introduction to Python
Introduction to R
Intermediate Python
Data Manipulation with pandas

My Work Experience

Where I've interned and worked during my career.

KLIMBER | Apr 2023 - Present

Head of AI & DataOps

Leading innovative projects that leverage cutting-edge technologies of artificial intelligence and data operations applied to insurance industry and general business processes. My role involves strategizing, managing, and delivering advanced AI-powered solutions that drive efficiency and growth.
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UTN - Facultad Regional Haedo | Mar 2023 - Present

Professor | Data Analysis + Python

Associate Degree in Computer Programming / Diplomatura Universitaria en Programación Take a look at my book https://ervinwilneder.github.io/analisis-de-datos/

Digital House | Feb 2022 - Sep 2022

Professor Assistant | Data Science

Preparation, presentation and follow-up of practice lectures (hands-on coding exercises and workshops). Syllabus: Numpy, Pandas, Statistics, Data Cleaning, EDA, Linear & Logistic Regression, Regularization, GridSearch, KNN, DBSCAN, CART, Ensemble Models, Random Forests, XGBoost, Text Mining, Time Series, Pipelines, Model Deployment.

Solvd, Inc. | Feb 2022 - May 2022

Data Platform Engineer

Research and fixing of several data issues related to dashboards’ marketing team. Technologies: Snowflake (SQL), Airflow.

Gobierno de la Ciudad de Buenos Aires | Jun 2021 - Dec 2021

Data Architect

I rejoined the team to carry out data modeling tasks and data-based solutions. Same tech stack as previous role + Python. Improved several ETLs processes that require API calls and connecting to GCP services, giving them a structure that allows log control, scaling, and transparency for maintenance.

Leader Entertainment | Nov 2020 - Present

Sr. Data Engineer

Development and implementation of data pipelines. My focus is on the extraction and data transformation from platforms such as YouTube, Facebook, Instagram, among others. Technologies: Nodejs (mainly puppeteer for web automation) + Python + Docker (using Github + Cloud Build & Cloud Run for CI/CD). In charge of defining the data architecture for datawarehouse in BigQuery + Cloud Storage + Dataform + Dataplex and coding all the necessary ETLs processes. The first year I achieved the integration of 10+ data sources, some of them via API and others using web scraping.

Media.Monks | Jul 2020 - Feb 2021

Ssr. Technical Solutions Engineer, Data

Logging. Google Tag Manager / Google Analytics Built scheduled & on-demand pipeline that allowed both automated data sources integration and dashboard updating. This project was the first of its kind in the local team (Argentina).

Gobierno de la Ciudad de Buenos Aires | Aug 2018 - Jul 2020

Ssr. BI Analyst / Developer

Tools: SAS Visual Analytics / SAS Data integration. SAS Viya and Oracle SQL Developer / DBeaver. RStudio. Implemented improvements in the monitoring, administration and updating of dashboards and reports with the use of SAS Viya API REST. SAS selected and published a paper of my co-authorship at the SAS Global Forum 2020. The last challenge I faced here was to evaluate tools and conceptual / methodological frameworks for the consolidation of data governance policy.

StarGate | Mar 2018 - Aug 2018

Web Scraping Developer

Extracting data from social networks using GraphSearch, Javascript and Python (selenium). Database implementation and design of methodologies / work processes. Technical support and maintenance (Linux). I developed a browser extension that boosted operational search times and capabilities. In just one month, it allowed for a 50% increase in effective data identification.

Frog Software Design | Jun 2016 - Aug 2018

Web Developer Jr. / Digital Marketing Analyst

HTML, CSS, Javascript, PHP (Wordpress). Google Analytics / Adwords.

My Education

Take a look at my formal education

Statistics Universidad Nacional de Tres de Febrero | 2024
Industrial EngineeringUniversidad Tecnológica Nacional | 2015

About Me

Ervin Wilneder

Professional with 5+ years of experience in projects involving all the data cycle: extraction, ingestion, modeling, storage, stewardship, analysis, visualization and even teaching (data literacy). I work with diverse

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