Ata Avlar

About

Data Scientist with an M.Sc. in Data Science & Artificial Intelligence Strategy and 3+ years of experience in analyzing complex datasets, developing scalable data solutions, and leveraging AI to drive business impact. Proven expertise in predictive modeling, automation, and data-driven decision-making across industries.

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Data Scientist & AI Researcher

Passionate about leveraging data science, AI, and automation to enhance business efficiency and strategic decision-making.

  • Birthday: 3 October 1997
  • Website: atavlar.github.io/cv/
  • Phone (FR): +33 6 11 19 69 44
  • Phone (TR): +90 535 860 70 30
  • City: Paris, France

Key Achievements

Demonstrating a track record of impactful contributions in data science, automation, and AI-driven insights.

Years of Professional Experience in Data Science & Analytics

Data-Driven Projects Delivered Across Industries

Lines of Code Written in Python

Languages

Fluent in multiple languages, enabling seamless collaboration in international environments.

Turkish

Native

English

Advanced (Professional Proficiency)

French

Advanced (Professional Proficiency)

Spanish

Beginner

Skills

Bridging data science, artificial intelligence, and business strategy to drive impactful solutions.

Python (NumPy, Pandas, Scikit-Learn, PyTorch) 90%
Machine Learning & Deep Learning 85%
Natural Language Processing (NLP) & Prompt Engineering 80%
SQL & NoSQL Databases (Snowflake, PostgreSQL, MongoDB) 85%
Data Visualization (Tableau, Power BI, Plotly) 90%
Data Pipelines & ETL (DAX, Power Query, Dataiku) 85%
Cloud & Deployment (AWS, Docker, Streamlit, LangChain) 80%
Software Development (Git, GitLab, Agile, CI/CD) 75%
Web Development (HTML5, CSS3, JavaScript) 70%
Business Intelligence & Strategy 80%

Resume

Bridging data science, AI, and business strategy to deliver impactful solutions.

Summary

Ata Avlar

Data Scientist with an M.Sc. in Data Science & AI Strategy, leveraging advanced analytics, automation, and AI to drive business impact. Proven expertise in predictive modeling, NLP, and stakeholder collaboration.

Education

EM Lyon Business School

2023 - 2024, Paris

M.Sc. in Data Science & Artificial Intelligence Strategy

Specialized in leveraging AI and data science techniques to solve real-world business challenges in dynamic environments.

Sabancı University

2015 - 2020, Istanbul

Bachelor’s Degree in Industrial Engineering, Minor in Finance (100% Scholarship)

Graduated with High Honors (CGPA: 3.69/4.00).

EM Strasbourg Business School

2018, Strasbourg

Erasmus Exchange Program in Finance

Saint Joseph French High School

2011 - 2015, Izmir

Professional Experience

Data Scientist

2024 - Present

Ubisoft, Paris, France

  • Researched and benchmarked Generative AI APIs against traditional data science techniques.
  • Developed Streamlit applications on Dataiku for topic modeling and sentiment analysis, optimizing data workflows and reducing manual analysis time.
  • Built a Retrieval Augmented Generation (RAG) application to enhance accessibility of marketing reports, improving efficiency in data retrieval.
  • Enhanced Tableau dashboards by integrating Generative AI APIs and custom visualizations, improving data storytelling and supporting strategic decisions.

Data Analyst - Quality Management

2020 - 2023

Japan Tobacco International (JTI), Izmir, Turkey

  • Developed SQL scripts and a Power BI dashboard to track KPIs, improving machine performance monitoring by 30%.
  • Designed ETL pipelines in Power BI (DAX/Power Query), consolidating data from 5+ systems and reducing weekly reporting time from 6 hours to 1 hour.
  • Conducted consumer feedback analysis using root cause analysis, leading to a 20% reduction in complaint rates.
  • Led multiple quality process improvement initiatives, achieving significant efficiency gains and standardizing best practices.

Additional Experience

Complementing my technical expertise with leadership, entrepreneurship, and business acumen.

Internships

Tekfen Holding

2020, Istanbul

Developed financial reports for multiple subsidiaries, gaining experience in financial data analysis and corporate reporting.

Danfoss

2018, Istanbul

Participated in sales analytics meetings, analyzing business performance metrics to support strategic decision-making.

Şişecam

2018, Istanbul

Developed a supplier risk management simulation model, introducing data-driven insights for operational improvements.

JTI

2017, Izmir

Implemented 5S3R process optimization and supported customer complaints management through data analysis.

Sabancı University

2017-2020, Istanbul

Peer Advisor & Resident Assistant

Mentored students and organized campus events, developing leadership and project management skills.

Projects & Leadership

Unilever Chain Reaction

2019 - 2020

Graduation Project: Designed an inventory management optimization model, improving demand forecasting efficiency.

Tea Talks With CEOs Student Club

2015 - 2020

President

  • Led a 300+ member organization, facilitating networking with top executives.
  • Organized 100+ high-profile leadership talks and 5 international business trips (San Francisco, Seoul, Dubai, Madrid, Munich).
  • Met with leaders of Google, Apple, Facebook, BMW, Samsung, HP, Coca Cola and many more.

Crossing Paths Career Talks

2016 - 2018

Program Moderator

  • Hosted live YouTube Q&A sessions, providing career guidance to a nationwide audience.

Sabancı University Civic Involvement Project

2016 - 2017

Volunteer

  • Taught STEM subjects at an orphanage, fostering interest in technology and analytics among students.

Stubridge App

2016 - 2018

Market Developer

  • Developed and executed marketing strategies for a growing student networking platform.

Beyond Data: My Passions

When I’m not diving into data and AI, you’ll find me exploring new places, pushing creative boundaries, and fueling my curiosity.

Travel & Cultural Exploration

I love discovering new cultures, whether it's through food, history, or local stories. My adventures have taken me across Europe, Asia, and the Americas.

Generative AI & Emerging Tech

Exploring the cutting-edge world of AI, NLP, and automation. Constantly testing new generative AI tools to push the boundaries of innovation.

Cinematic Storytelling

From classic masterpieces to experimental cinema, I enjoy analyzing how stories are told through visuals, sound, and emotions.

Sailing & The Open Sea

There’s nothing like the thrill of navigating the open water. Sailing teaches patience, adaptability, and the power of the elements.

Formula 1 & High-Speed Strategy

The perfect mix of engineering, precision, and split-second decision-making. F1 isn't just about speed—it's about strategy and data-driven optimization.

Creative Coding & Automation

Building AI-powered tools, automating workflows, and experimenting with interactive data visualization. Turning code into creativity.