Description

Do you have data but struggle to extract clear insights from it?

→ I help you explore, clean, and analyze your data to identify patterns and turn them into actionable decisions.

Do you need predictive models or machine learning solutions?

→ I design and build models for forecasting, classification, anomaly detection, and performance optimization based on real-world data.

Do you want dashboards or reporting that people actually use?

→ I create clear, practical dashboards and visualizations that make your data accessible to both technical and non-technical teams.

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I’m a Data Analyst / Scientist with 5+ years of experience working on industrial and energy data, where reliability and real impact matter.

I also built a full analytics product from scratch, covering data ingestion, transformation, and insight delivery.

I focus on simple, efficient, and practical solutions that align with real business needs.

Languages

English
Native or bilingual
Turkish
Native or bilingual
French
Basic

Workplace preferences

Can work on-site

Paris (up to 50km)

STATSLEAD
Founder / Product Owner
SOFTWARE PUBLISHING
January 2025 - Today (1 year and 5 months)
• Ongoing analytics platform focused on scalable data processing and real-time insights
• Designed and built a live NBA analytics platform from scratch, owning the full product from data architecture to analytical output
• Engineered an end-to-end automated data pipeline including API ingestion, preprocessing, and transformation workflows
• Developed scalable backend architecture using cloud database solutions for efficient data storage and querying
• Built advanced team and player performance analysis modules with multi-dimensional statistical breakdowns
• Designed and structured the full web application, including page architecture, data presentation logic, and user experience flow architecture

• Maintaining and improving a live public product in collaboration with a frontend developer
API SQL Data visualization ETL Big Data
FORD OTOSAN
Data Analyst / Scientist
AUTOMOBILE
June 2022 - October 2024 (2 years and 4 months)
İstanbul, Türkiye
• Developed and deployed ML models to identify failure across welding line operations, cutting unplanned downtime by ~30%
• Developed predictive models for vehicle battery performance, enhancing lifecycle estimation under real operational conditions
• Designed data-driven root cause analysis systems by detecting error frequency across quality zones
• Designed and delivered real-time Tableau dashboards, enabling proactive decision-making for non-technical stakeholders
• Contributed data solutions to the EU-funded FlexIndustries Horizon project, working alongside external partners across Europe
Python Machine learning ETL Tableau software Big Data
PURE ENERGY
Data Scientist
ENERGY AND UTILITIES
July 2020 - May 2022 (1 year and 10 months)
İstanbul, Türkiye
• Replaced manual Excel-based demand forecasting process with a fully automated ML pipeline, improving prediction accuracy and reducing manual workload
• Implemented time-series forecasting models for renewable energy generation, supporting trading decision-making
• Built automated EDA reporting pipelines on historical intraday electricity market data, increasing reporting efficiency
• Built weather data based hydro-season classification model to predict wet vs. dry year for energy procurement decisions
Machine learning Python Data analysis Data visualization Exploratory Data Analysis