Nese Tirki
Mclean,VA
Summary
Innovative and results-driven Data Engineer with over 10 years of experience in designing, building, and optimizing data pipelines across various environments. Expert in leveraging modern data management architectures, including Data Warehouses, Data Lakes, and Data Hubs, to deliver high-quality data solutions. Proficient in Python, Dataiku DSS, Spark, and Hadoop, with a strong background in ETL/ELT processes, data transformation, and integration. Adept at using advanced data visualization tools like Tableau and Power BI to drive actionable insights. Proven ability to enhance data governance and compliance while fostering cross-functional collaboration and innovation. Skilled in utilizing AI-enabled metadata management tools and automation techniques in Dataiku DSS to streamline data processes and drive business success. Data Scientist familiar with gathering, cleaning and organizing data for use by technical and non-technical personnel. Advanced understanding of statistical, algebraic and other analytical techniques.
Overview
12
12
years of professional experience
11
11
Certification
Work History
Senior Data Engineer
Morgan Stanley
02.2024 - Current
- Collaborated with cross-functional teams to define requirements and develop end-to-end solutions for complex data engineering projects.
- Evaluated emerging technologies and tools to identify opportunities for enhancing existing systems or creating new ones.
- Reengineered existing ETL workflows to improve performance by identifying bottlenecks and optimizing code accordingly.
- Leveraged advanced analytics tools ( Python , SQL, Tableau , PowerBI, AWS, Dataiku DSS ) to create interactive dashboards that provided actionable insights into key business metrics.
Staff Engineer
Subsurface Consultants & Associates
09.2023 - 02.2025
- Scoped project timelines accurately by leveraging strong analytical skills, enabling successful delivery within deadlines.
- Leveraged expertise in advanced simulation tools, optimizing designs to achieve improved performance and reliability.
Data Science Research Assistant
University of Maryland, Baltimore County, UMBC
12.2022 - 09.2023
- Mentored junior researchers on best practices in data science methodologies, fostering a collaborative work environment.
- Developed predictive models to identify trends and patterns, supporting strategic decision-making processes.
- Streamlined data processing procedures for improved efficiency and reduced turnaround times.
- Guided team members during critical stages of project execution while maintaining a professional tone throughout communications.
Quality Assurance Engineer
Fernas Construction Company Inc
Batman
04.2018 - 06.2019
- Inspected control of the products, experiments, and test results in a factory that produces prefabricated building elements
- Arranged reports leveraging data to confirm the sustainability of products’ bridge legs, columns, beams, & trusses
Geophysical Engineer
Caner Zemin Yapi LTD.STI
Denizli
11.2015 - 04.2018
- Tested soil and concrete samples were taken from the field
- Interpreted data using varying methods to report, approve and present through digital platforms
- To test the soil and concrete samples taken from the field with experiments in the laboratory environment, interpret the obtained data with different methods, report, approve, and present the data transferred to the computer environment.
Intern Engineer
Turkiye Petrolleri A.O
Batman
06.2013 - 09.2013
- Conducted oil exploration and seismic studies near the Syrian/Iraqi border
- Leveraged data to produce accurate projections and reporting
- PROJECTS
- Fantasy Basketball Analyzer
- Predicting an NBA Player`s Points per Game
- Predicting players’ performance, help for selections for fantasy league and sports betting, a dataset is categorized for each player, used Regression Model for this project in machine learning class
- Bitcoin Vs Ethereum https://github.com/nesetirki
- This project focused on the fluctuation in Ethereum price, volume, and market cap due to the fluctuation in bitcoin price
- Capitalization, between Aug-2015 and July- 2021
- We will try to understand the correlation between the two currencies
- Comparing Water Quality Index (WQI) for Maryland https://github.com/nesetirki
- Provides instantaneous information but not overall pictures information not able to help policymakers make an important decision further work is required to convert it to actionable information measuring stations are spatially distributed, how to aggregate different station readings for an area transforming different time-series measurements into an index value
- Housing Price Prediction
- I worked with Python to develop the project with regression to estimate house prices
- I tried to predict these prices using the linear regression technique and see how their causes affected them
- I did the necessary setup for the project
- I did import panda, Matplotlib
- I used the data with CSV.
Education
Master of Professional Studies - Data Science
University of Maryland (UMBC)
Master - Management Science
Istanbul Yeni Yuzyil University
Geophysical Engineer - undefined
Kocaeli University
Skills
- GENERAL SKILLS
- Microsoft Office Suite
- Data Visualization
- Machine Learning
- Deep Learning
- Information Technology
- Project Management
- Team Management
- Quality Management
- TECHNICAL SKILLS
- Windows-macOS-Linux
- MySQL-SQL Server
- Python-Spark-Hadoop-Dataiku DSS
- R programming-HTML-SQL-Matlab -Tableau, Power BI
Certification
WEBSITE: Nese Tirki | LinkedIn https://github.com/nesetirki
Timeline
Senior Data Engineer
Morgan Stanley
02.2024 - Current
Staff Engineer
Subsurface Consultants & Associates
09.2023 - 02.2025
Data Science Research Assistant
University of Maryland, Baltimore County, UMBC
12.2022 - 09.2023
Quality Assurance Engineer
Fernas Construction Company Inc
04.2018 - 06.2019
Geophysical Engineer
Caner Zemin Yapi LTD.STI
11.2015 - 04.2018
Intern Engineer
Turkiye Petrolleri A.O
06.2013 - 09.2013
Master of Professional Studies - Data Science
University of Maryland (UMBC)
Master - Management Science
Istanbul Yeni Yuzyil University
Geophysical Engineer - undefined
Kocaeli University
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