Murat Delibas
AI Engineer
Amsterdam
Summary
Astute Data Scientists with data-driven and technology-focused approach. Communicates clearly with stakeholders and builds consensus around well-founded models. Talented in writing applications and reformulating models.
Overview
3
3
years of professional experience
4
4
years of post-secondary education
Work History
Freelancer
AICRD
6 2023 - Current
- Developed an 'AUSE' platform for automated and seamless hardware accelerated training of the AI models (RNN, LSTM, TFT) in heavy industry
- Developed the 'DBConnector' tool that orchestrates the whole data-pipeline from clients' datalake
- Trained the Temporal Fusion Transformer model on 'AUSE' that saves 5% in electricity costs for the client
- Attracted big manufacturing companies as clients, for example, Cimsa
- Aligned interests across different stakeholders, conveyed technical information.
Data Scientist Intern
Dealroom.co
02.2022 - 08.2022
- GCP development and deployment
- Development of locations systems using Nominatim and OpenStreetMap that increased user engagement by 12%
- Database maintenance, Data dumps management, SQL queries optimization
- Optimized 'Investors data-dump' to be 70 times faster (from 14 hours down to 12 minutes).
Data Scientist Intern
Cimsa
04.2021 - 09.2021
- Built a Reinforcement Learning DDPG model to optimize energy costs for cement plant (2% more efficient)
- Developed production processes forecaster and anomaly detector (SARIMA model).
Education
MSc Applied Mathematics -
Delft University of Technology
Delft, Netherlands 09.2021 - 05.2024
Bachelor of Science - Mathematics
University of Sheffield
Sheffield, UK 10.2019 - 05.2021
Skills
Python, SQL, C, Scala, R, JavaScript, VBA, SAS, Git, Docker, Kafka, Poetry, Anaconda, PyEnv, Bash, Shell, PowerShell, Big Data Analytics, Reinforcement Learning, Natural Language Processing, NoSQL Databases, R Programming, Probability Theory, Predictive modeling, Hadoop Ecosystem, Simulation Modeling, Statistical Analysis, Large dataset management, Problem-solving aptitude, Multitasking Abilities, Problem-Solving, Data Visualization, Attention to Detail, Analytical Thinking, PowerBI, Python, SQL, C, Scala, R, JavaScript, VBA, SAS, five other languages, Data Analysis, SQL Databases, Neural Networks, TensorFlow Framework, PyTorch Framework, Data science research methods, Agile Methodology, Algorithm development, Statistical modeling, Data Science, Python Programming, Machine Learning
Websites
Timeline
Data Scientist Intern
Dealroom.co
02.2022 - 08.2022
MSc Applied Mathematics -
Delft University of Technology
09.2021 - 05.2024
Data Scientist Intern
Cimsa
04.2021 - 09.2021
Bachelor of Science - Mathematics
University of Sheffield
10.2019 - 05.2021
Freelancer
AICRD
6 2023 - Current
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