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-# Curriculum Vitae
-
-## Personal Information
-**First name / Surname:**
-Evgeniy Marinov
-
-**Address:**
-Bulgaria
-
-**Email:**
-evgeni.marinov@gmail.com
-
-**LinkedIn:**
-[linkedin.com/in/evgeniy-marinov](https://www.linkedin.com/in/evgeniy-marinov)
-
-**GitHub:**
-[github.com/evg-mar/decision-trees](https://github.com/evg-mar/decision-trees)
-
-## Professional Summary
-Area of professional interests:
-Artificial intelligence, Data Science, Machine learning, Computer science, and Software engineering.
-
-12+ years of professional experience (industry and academia) with a PhD in AI. Specializing in generative AI, large language models, text analysis, predictive analytics, anomaly detection, recommender systems, signal processing, survival analysis, and data visualization.
-
-## Work Experience
-
-| **Company**                                                                                                    | **Experience Description**                                                                                                                                                                                                                                                                                           |
-|---------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
-| **Living Homes** <br> United Arab Emirates <br> *February 2024 - Present*                                      | **Senior AI / ML Engineer**  <ul><li>Specializing in Smart Home Automation by leveraging modern Generative AI</li> <li>Expertise in graph algorithms, Neo4j and other graph DB integration, prompt engineering, graph RAGs, chatbots, and large language models</li></ul>                |
-| **Bosch Center for Artificial Intelligence (BCAI)** <br> *August 2023 - February 2024* <br> (Contract through Musala Soft) | **AI Research Engineer** <ul><li>Specialized in generative AI applied to multimodal data retrieval with chat functionalities</li> <li>Leveraged OpenAI's GPT, ChatGPT, Llama2, and BERT for dynamic solutions across knowledge graphs, textual databases, and beyond</li></ul> |
-| **GATE Institute** <br> *September 2020 - March 2023*                                                         | **Experienced AI Researcher** <ul><li>Specialized in graph databases and Machine Learning/AI for city-scale digital twin projects</li> <li>Leveraged data analytics models for comprehensive air pollution and quality analysis</li> <li>Developed AI algorithms for Smart Cities (Air pollution) and Healthcare (prediction of disease risk)</li> <li>Experienced with AWS, EC2, SageMaker</li></ul>                                      |
-| **Intellico.ai** <br> *November 2018 - September 2020*                                                        | **CTO & Senior Data Scientist** <ul><li>Participated in AI strategy, product development, prospects' interview processes, and hiring new team members</li></ul>                                                                                                                                                                    |
-| **Institute of Biophysics and Biomedical Engineering, BAS** <br> *January 2018 - September 2020* (part-time)             | **Assistant Professor**  <ul><li>Focused on bioinformatics and mathematical modeling in the field of bioinformatics and intuitionistic fuzzy reasoning</li></ul>                                                                                                                                                                    |
-| **Soleil Labs** <br> *May 2016 - November 2018*                                                               | **Machine Learning and Quantitative R&D** <ul><li>Provided R&D services in AI, data collection, and processing</li> <li>Accomplished various Machine Learning projects related to recommender systems, NLP, time series analysis, ranking, and collaborative filtering</li></ul>                                                                                                                                                                    |
-| **Receipt Bank** <br> *April 2014 - April 2016*                                                               | **Senior Machine Learning, NLP Engineer** <ul><li>Led the development cycle of MVP to production deployment of NLP/text analysis/NER algorithms</li></ul>                                                                                                                                                                    |
-| **Dassault Systèmes** <br> *February 2012 - January 2014*                                                     | **Software Engineer in C/C++** <ul><li>Worked on scientific computing, OOP, design patterns, and optimization algorithms in C++</li></ul>                                                                                                                                                                    |
-| **Codix** <br> *April 2006 - July 2007*                                                                       | **Software Developer, PL/SQL, ProC, C/C++**                                                                                                                                                                                                                                                                                     |
-
-## Education
-
-| **Institution**                                                                           | **Details**                                                                                                                                                                                |
-|------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
-| **Institute of Biophysics and Biomedical Engineering, BAS**                              | **Doctor of Philosophy - PhD (AI / Computer science), IFS topological and algebraic approaches** <br> 2015 - 2020                                                                                                            |
-| **Université Louis Pasteur (Strasbourg I)**                                              | **Master 2 specialization, Algebraic geometry and applications** <br> 2010 - 2011                                                                                                                                              |
-| **Sofia University St. Kliment Ohridski**                                                | **Master's Degree, Mathematics and mathematical physics** <br> 2009                                                                                                                                                            |
-| **Sofia University St. Kliment Ohridski**                                                | **Bachelor's Degree, Mathematics** <br> 2007                                                                                                                                                                                   |
-
-## Skills
-
-**Top Skills:**
-Python (Programming Language), Generative AI, Machine Learning, Data Analysis
-
-**Languages:**
-- Bulgarian (Native or Bilingual)
-- English (Professional Working)
-- German (Professional Working)
-- French (Professional Working)
-- Russian (Intermediate)
-
-
-**Programming Languages and General Frameworks:**
-- Python, C++, Scala, Java, SQL, SPARQL
-- FastAPI, Poetry, Streamlit
-- NoSQL DB: Vector DB (Faiss, Pinecone, Chroma), Graph DB (Neo4j, Falkor), MongoDB
-
-## Publications
-- Identification of preclinical dementia according to ATN classification for stratified trial recruitment: A machine learning approach
-- A modified weighted Hausdorff distance between intuitionistic fuzzy sets
-- On the algorithmic aspect of the modified weighted Hausdorff distance
-- Time Series Forecasting of Air Quality: A Case Study of Sofia City