Dinc Cetintas
Doha
Summary
Astute Data Scientist 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
4
4
years of professional experience
Work History
Data Scientist
Commercial Bank of Qatar
01.2024 - Current
- Built a machine learning model using spend, demographics, and product data to predict customer attrition, identifying the top 30% at-risk customers for retention.
- Developed TRIP segmentation to analyze payment patterns and create targeted retention strategies with persona-based marketing.
- Created a RAG application for banking units to enable fast data retrieval and interactive exploration.
- Designed a resume screening tool for HR, matching CVs to job descriptions and enabling direct interaction with the data.
Software Engineer
MeeApps
02.2023 - Current
- Strong foundation in React/C#/C++ programming languages with a focus on developing server programs for high frequency trading on NASDAQ based exchanges such as Borsa Istanbul (Bist)
- Experience working with ITCH, OUCH, FIX, MoldUDP, TCP/UDP protocols and optimizing C++ programs for high performance and low latencies
- Knowledgeable in developing strategic algorithms for trading including HFT, VWAP, Arbitrage and other advanced trading strategies
- On-site
Data Scientist
Schneider Electric
07.2022 - 12.2022
- Conduct data analysis to identify consumer trends, patterns, preference and provide insights to improve marketing strategies
- Develop and implement machine learning algorithms to optimize marketing campaigns for improving the effectiveness of marketing efforts
- Collaborate with marketing teams to develop data-driven marketing strategies that deliver measurable results and achieve business objectives
- On-site
Field-Programmable Gate Arrays Engineer
ESEN
06.2021 - 09.2021
- Design and develop FPGA-based solutions for various applications, utilizing hardware description languages such as Verilog and VHDL
- Collaborate with cross-functional teams to ensure successful integration of FPGA-based designs
- Analyze and debug complex FPGA designs and work with senior engineers to resolve issues
- On-site
Education
Bachelor of Applied Science - BASc - Electrical and Electronics Engineering
Sabanci University
02.2023
Bachelor of Applied Science - BASc - Electrical and Electronics Engineering
Universitat Politècnica de València (UPV)
06.2022
Skills
- Programming: Python, C, SQL
- Machine Learning: Scikit-learn, TensorFlow/PyTorch, Spacy, NLTK, Hugging Face
- Data Visualization: Matplotlib
- Data Processing: Pandas, NumPy
Timeline
Data Scientist
Commercial Bank of Qatar
01.2024 - Current
Software Engineer
MeeApps
02.2023 - Current
Data Scientist
Schneider Electric
07.2022 - 12.2022
Field-Programmable Gate Arrays Engineer
ESEN
06.2021 - 09.2021
Bachelor of Applied Science - BASc - Electrical and Electronics Engineering
Universitat Politècnica de València (UPV)
Bachelor of Applied Science - BASc - Electrical and Electronics Engineering
Sabanci University
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