Dinc Cetintas
Doha,Qatar
Summary
"It is not the strongest or the most intelligent who survive, but those most capable of change." — Darwin
This idea shaped my approach to engineering and problem-solving from a young age. I don't chase technologies, I adapt to them. I’ve rewritten safety-critical systems in languages I just learned, built AI solutions that reshaped how teams operate, and developed trading platforms that perform in microseconds.
I value one thing above all: solving the right problem. Tools are secondary — outcomes are everything.
Overview
3
3
years of professional experience
1
1
Certification
Work History
Data Scientist
Commercial Bank of Qatar
01.2024 - Current
- Developed a smart email solution powered by machine learning models and generative AI. The system classifies incoming queries, maps them to the relevant FAQ, and generates accurate responses — now handling 500+ customer queries weekly, significantly reducing manual workload for the CET team. Recognized with the COO Award within 4 months of joining.
- Designed and deployed an AI Assistant using advanced RAG techniques, enabling HR to match job descriptions with top CVs contextually, removing the need to review thousands. For Compliance, built a database of 900+ laws, letters, and regulations (5–50 pages each). The assistant retrieves accurate, source-linked content with 87% accuracy, replacing manual review with tested, high-confidence answers.
- Built 7 OCR pipelines from scratch to extract structured data from financial and identification documents, using Azure for OCR, translation, and custom model deployment.
- Initiated and developed a confidential document translator, capable of translating Arabic documents into English while preserving complex formats, including tables, bullet points, and lettered lists. Designed to operate entirely on-premises, the tool eliminates the bank’s reliance on external translation agencies and reduces operational costs.
Full Stack Developer
MeeApps
02.2023 - 01.2024
- Led development of a high-frequency trading system used by 23 brokerage firms managing $10M+ portfolios, built by a team of 4.
- Achieved microsecond-level trade execution by optimizing systems with ITCH, OUCH, and TCP, leveraging electronics background.
- Built complete platform using React, C#, and C++, including frontend UI, backend services, and live data pipelines from co-located exchange servers.
- Contributed across the stack, owning performance, reliability, and end-user functionality.
Data Scientist
Schneider Electric
07.2022 - 12.2022
- Developed supervised learning models for stock-out risk prediction and demand forecasting, helping reduce inventory gaps by an estimated 12–15% during COVID-related disruptions.
- Collaborated with business teams to align models with operational needs, improving distributor availability and customer fulfillment.
- Utilized advanced querying, visualization and analytics tools to analyze and process complex data sets.
- Worked with stakeholders to develop quarterly roadmaps based on impact, effort and test coordinations.
Education
Bachelor of Applied Science - BASc - Electronics Engineering
Sabanci University
Istanbul02.2023
Bachelor of Applied Science - BASc - Electrical and Electronics Engineering
Universitat Politècnica De València (UPV)
Valencia06.2022
Skills
- Full Stack Development (React, C#, C)
- AI Workflow Integration (RAG, LLM, Generative AI)
- Model Deployment & Evaluation
- Retrieval-Augmented Generation (RAG)
- Azure Cloud Services (OCR, Translation, Custom Models)
- End-to-End Product Ownership
Accomplishments
COO Problem Solver Award at Commercial Bank of Qatar
Certification
- Machine Learning Specialization - Stanford University
- +17 certifications in AI and data science
Timeline
Data Scientist
Commercial Bank of Qatar
01.2024 - Current
Full Stack Developer
MeeApps
02.2023 - 01.2024
Data Scientist
Schneider Electric
07.2022 - 12.2022
Bachelor of Applied Science - BASc - Electronics Engineering
Sabanci University
Bachelor of Applied Science - BASc - Electrical and Electronics Engineering
Universitat Politècnica De València (UPV)
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