Kunter K.
Senior Data Scientist / AI Engineer
Experience
Jul 2024 - Sep 2025
1 year 3 monthsSenior Data Scientist / AI Engineer
Prometa.ai
- Developed a RAG prototype for internal PDF documentation, delivering context-aware, source-grounded answers via a Streamlit interface.
- Engineered the data pipeline using LangChain for scalable ingestion and splitting, vectorizing content with OpenAI Embeddings.
- Utilized Pinecone for vector indexing.
- Developed an AI-powered document analysis application with a user interface built using Streamlit for demonstration purposes, utilizing the Ollama Gemma3 LLM model to extract and interpret signatures from PDF documents.
- Integrated image processing and NLP techniques to enable users to upload PDFs, ask contextual questions, and receive accurate, model-driven responses.
- Developed a proof-of-concept for personalized recommender systems and user ranking for the İpekyol Group Customer Analytics project using TensorFlow Recommenders and truncated SVD based on initial data analysis.
Aug 2021 - Jul 2024
3 yearsSenior Data Scientist
n11.com
- Played an important role in the development and deployment of a recommender system project using TensorFlow Sequential Models.
- Built production services with Google Cloud Run, integrated Redis for caching, and designed the system pipeline with Google Cloud Vertex AI for streamlined and automated workflows to enhance scalability and efficiency.
- Completed an end-to-end AI chatbot application using Gensim Word2Vec and FastText models for word and phrase embeddings to improve natural language understanding.
- Developed the API with FastAPI and deployed the application as a Docker image on Google Cloud Run for scalable production deployment.
- Developed a customer churn prediction project using Random Forest Regressor and SVM models, enabling the identification of at-risk customers.
- Developed a fraud detection system using the Isolation Forest anomaly detection model and integrated the model into a Vertex AI pipeline.
- Performed statistical analysis and data visualization with Statsmodels and Plotly in proof-of-concept projects like marketing mix modeling.
Mar 2019 - Jul 2021
2 years 5 monthsData Scientist / Analyst
Azerion / Triodor Software
- Focused on time series analysis to forecast weekly and monthly revenue data for publishers on the Headerlift project within Azerion.
- Leveraged data from Google Ad Manager, SSPs, and DSPs to develop predictive models and optimize floor prices, enhancing revenue generation for publishers.
- Conducted comprehensive data analysis and visualization using Statsmodels and Plotly to identify key trends and patterns in publisher performance.
Mar 2016 - Mar 2019
3 years 1 monthSoftware Test Engineer
Triodor Software
- Created and executed test cases using TestLink for the Skype for Business project.
- Performed regression tests, black box testing, and quality assurance to ensure product reliability.
- Documented test plans and results for R&D activities.
Jan 2014 - Feb 2016
2 years 2 monthsCoordinator
Kunt Agricultural Consultancy
- Coordinated between agricultural production companies and the enterprise to identify potential customers.
- Conducted soil etudes and economic feasibility studies.
- Assessed field elevation, slope, and topography to enhance agricultural crop production.
- Developed present and future cropping strategies.
Feb 2013 - Dec 2013
11 monthsBusiness Analyst
Rhino Runner Social Media Agency
- Gathered test requirements and produced test specifications.
- Defined requirements and created and executed test cases to ensure the technical environment met the requirements.
- Identified all stakeholders and facilitated collaboration to understand their needs.
- Developed test cases and new test approaches and documented results.
Jul 2011 - Jan 2013
1 year 7 monthsSoftware Test Engineer
Huawei Technologies Co. Ltd
- Organized functional requirement specification documents in the R&D department.
- Designed test schemas and test cases according to functional requirements specifications and design specifications.
- Generated test strategies and performed analysis of the phases of the Avea PRM project.
- Entered defects and bugs into the defect tracking system.
Languages
Turkish
NativeEnglish
AdvancedEducation
Oct 2016 - Jun 2017
Sabancı University, Faculty of Engineering
MS, Data Analytics · Data Analytics · İstanbul, Turkey
Oct 2004 - Jun 2010
Bilkent University, Faculty of Engineering
BS, Computer Science · Computer Science · Ankara, Turkey
Oct 2003 - Jun 2004
Bilkent University Preparatory School
Ankara, Turkey
...and 1 more
Certifications & licenses
IIBA CBAP
International Institute of Business Analysis
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