Recommended expert

Kunter Kunt

Senior Data Scientist / AI Engineer

Kunter Kunt
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

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

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