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Recommended expert

Turkey

Experience

Jul 2024 - Sep 2025

1 year 3 months

Senior Data Scientist / AI Engineer

Prometa.ai

Developed a retrieval-augmented generation 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 and vectorized content with OpenAI Embeddings
Utilized Pinecone for vector indexing
Developed an AI-powered document analysis application with a Streamlit user interface, 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 İpekyol Group Customer Analytics project using TensorFlow Recommenders and truncated SVD based on initial data analysis

Aug 2021 - Jul 2024

3 years

Senior Data Scientist

n11.com

Developed and deployed 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, automated workflows
Completed an end-to-end AI chatbot application using Gensim Word2Vec and FastText models for word and phrase embeddings and developed the API with FastAPI; deployed the application as a Docker image on Google Cloud Run
Developed a customer churn prediction project using Random Forest Regressor and support vector machine models to identify at-risk customers
Developed a fraud detection system using the Isolation Forest anomaly detection model from scikit-learn and integrated the model into a Vertex AI pipeline
Performed statistical analysis and data visualization using Statsmodels and Plotly in proof-of-concept projects like marketing mix modeling

Mar 2019 - Jul 2021

2 years 5 months

Data Scientist / Analyst

Azerion / Triodor Software

Worked on the Headerlift project focusing on time series analysis to forecast weekly and monthly revenue data for publishers
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 month

Software Test Engineer

Triodor Software

Created and executed test cases using TestLink for Skype for Business project
Performed regression tests, black box testing, and quality assurance testing
Documented test cases and results

Jan 2014 - Feb 2016

2 years 2 months

Coordinator

Kunt Agricultural Consultancy

Coordinated between agricultural production companies and the enterprise
Identified potential customers engaged in agricultural production
Performed soil studies and economic feasibility assessments
Assessed field elevation, slope, and topography
Enhanced agricultural crop production and developed present and future cropping strategies

Feb 2013 - Dec 2013

11 months

Business Analyst

Rhino Runner Social Media Agency

Gathered test requirements and produced test specifications
Defined requirements and created and executed test cases to ensure technical environments met requirements
Identified stakeholders and facilitated collaboration to understand their needs
Developed test cases and new test approaches
Documented processes and outcomes

Jul 2011 - Jan 2013

1 year 7 months

Software Test Engineer

Huawei Technologies Co. Ltd

Organized functional requirement specification documents
Designed test schema and test cases according to functional requirements specification and design specification
Generated test strategies and performed analysis of phases of the Avea PRM project
Logged defects and bugs into the defect tracking system

Industries Experience

See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.

Experienced in Information Technology (5.5 years), Retail (3 years), Advertising (3 years), Media and Entertainment (2.5 years), Agriculture (2 years), and Telecommunication (1.5 years).

Information Technology

Retail

Advertising

Media and Entertainment

Agriculture

Telecommunication

Business Areas Experience

The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.

Experienced in Business Intelligence (5.5 years), Quality Assurance (5.5 years), Research and Development (3.5 years), Strategy (2 years), Information Technology (1 year), and Product Development (1 year).

Business Intelligence

Quality Assurance

Research and Development

Strategy

Information Technology

Product Development

Skills

Programming Languages And Sql:

Python: Advanced
Oracle: Advanced
Postgresql: Intermediate
Google Bigquery: Advanced

Cloud Technologies:

Google Cloud Platform Services
Google Cloud Run
Vertex Ai
Cloud Functions
Redis

Data Science Libraries And Packages:

Tensorflow
Scikit-learn
Fastapi
Pandas
Gensim
Spacy
Nltk

Llms (Large Language Models):

Gemma3
Llama 3.1 (Via Ollama)
Openai (Gpt-4)

Big Data Technologies:

Apache Beam (Intermediate)

Monitor And Schedule Data Pipelines:

Apache Airflow (Intermediate)

Languages

Turkish

Native

English

Advanced

Education

Oct 2016 - Jun 2017

Sabancı University, Faculty of Engineering

MS · Data Analytics · Istanbul, Turkey

Oct 2004 - Jun 2010

Bilkent University, Faculty of Engineering

BS · Computer Science · Ankara, Turkey

Oct 2003 - Jun 2004

Bilkent University Preparatory School

Ankara, Turkey

...and 1 more

Certifications & licenses

CBAP

IIBA

Profile

Created

November 2025

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Frequently asked questions

Do you have questions? Here you can find further information.

What languages does Kunter speak?

Kunter speaks the following languages: Turkish (Native), English (Advanced).

How many years of experience does Kunter have?

Kunter has at least 14 years of experience. During this time, Kunter has worked in at least 6 different roles and for 7 different companies. The average length of individual experience is 2 years. Note that Kunter may not have shared all experience and actually has more experience.

What roles would Kunter be best suited for?

Based on recent experience, Kunter would be well-suited for roles such as: Senior Data Scientist / AI Engineer, Senior Data Scientist, Data Scientist / Analyst.

What is Kunter's latest experience?

Kunter's most recent position is Senior Data Scientist / AI Engineer at Prometa.ai.

What companies has Kunter worked for in recent years?

In recent years, Kunter has worked for Prometa.ai, n11.com, and Azerion / Triodor Software.

Which industries is Kunter most experienced in?

Kunter is most experienced in industries like Information Technology (IT), Advertising, and Retail. Kunter also has some experience in Media, Entertainment and Publishing, Agriculture, and Telecommunication.

Which business areas is Kunter most experienced in?

Kunter is most experienced in business areas like Quality Assurance (QA), Business Intelligence, and Research and Development (R&D). Kunter also has some experience in Strategy and Planning, Information Technology (IT), and Product Development.

Which industries has Kunter worked in recently?

Kunter has recently worked in industries like Retail, Advertising, Media, and Entertainment and Publishing.

Which business areas has Kunter worked in recently?

Kunter has recently worked in business areas like Business Intelligence, Information Technology (IT), and Product Development.

What is Kunter's education?

Kunter holds a Master in Data Analytics from Sabancı University, Faculty of Engineering and a Bachelor in Computer Science from Bilkent University, Faculty of Engineering.

Does Kunter have any certificates?

Kunter has 1 certificate: CBAP.

What is the availability of Kunter?

Kunter is immediately available part-time for suitable projects.

What is the rate of Kunter?

Kunter's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.