Marijo Alilović
Verified Expert in Engineering
Data Scientist and Developer
Zagreb, Croatia
Toptal member since June 15, 2022
Marijo is an experienced data scientist with a strong mathematics and mathematical statistics background. He is proficient in statistical analysis, data handling, and optimization techniques and effectively translates complex data into actionable insights, leveraging solid analytical reasoning and precise communication skills. Marijo is detail-oriented, proficient in R, SQL, and Python, and passionate about delivering data-driven solutions across diverse domains.
Portfolio
Experience
- R - 7 years
- Statistics - 5 years
- Optimization - 5 years
- Data Visualization - 5 years
- Data Scientist - 5 years
- RStudio Shiny - 3 years
- MySQL - 2 years
- Python - 1 year
Availability
Preferred Environment
R, RStudio, RStudio Shiny, SQL, Python
The most amazing...
...thing I do is translate customer needs into mathematical models to solve complex business problems.
Work Experience
Data Scientist | Software Developer
AVL
- Designed and developed a route creation tool that creates routes that maximize ADAS feature-relevant scenarios on public roads. This tool enables conducting successful and cost-efficient public road testing of ADAS features.
- Created and implemented an algorithm for creating Real Drive Emissions (RDE)-compliant cycles. The algorithm allows the optimization of dynamics, and all legislative requirements are user inputs, which makes the algorithm adaptable for every market.
- Implemented a pipeline for importing, tidying, transforming, aggregating, and visualizing vehicle fleet data. Daily reports in HTML and PPTX format are automatically created based on the pipeline.
- Designed and implemented a tool for data enrichment. The tool gives an interface for including APIs into the workflow for querying for additional metadata used in later analysis.
- Built interactive graphical user interfaces (GUIs) for various projects I worked on: a route creation tool, vehicle fleet monitoring, and the Real Drive Emissions (RDE) cycle.
College Assistant
University of Zagreb
- Created scripts and instructional materials for various mathematical subjects, ensuring clarity and accessibility for students. These materials enhanced the learning experience and contributed to student engagement and comprehension.
- Designed a comprehensive introductory math curriculum from scratch. This resulted in the successful rollout of a structured program that introduced fundamental mathematical concepts to students, laying a solid foundation for their academic journey.
- Demonstrated a measurable impact on student performance by implementing engaging teaching techniques. This is evidenced by consistently high student evaluations and improved exam scores.
Experience
Real Drive Emission Cycle Generator
Optimized Route Generator
https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=202302238341070291Battery State of Health
Vehicle Fleet Monitoring
Data Enrichment Tool
Education
Master's Degree in Mathematical Statistic
Department of Mathematics, Faculty of Science, University of Zagreb - Zagreb, Croatia
Bachelor's Degree in Mathematics and Computer Science
Department of Mathematics, Faculty of Science, University of Zagreb - Zagreb, Croatia
Skills
Languages
R, SQL, Python, Markdown
Frameworks
RStudio Shiny
Platforms
RStudio, Docker, Amazon Web Services (AWS)
Storage
Data Validation, MySQL
Other
Statistics, Optimization, Data Cleaning, Data Transformation, Data Science, Data Visualization, Clustering Algorithms, Data Aggregation, Data Scientist, Evolutionary Algorithms, Machine Learning, Time Series Analysis, User Interface (UI), FastAPI, Vehicle Routing, Traveling Salesman Problem (TSP), Graph Theory, Linear Regression, Clustering, APIs, Data Analysis, Data Handling, Artificial Intelligence (AI), Data Modeling
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