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adamkoletis

Adam Koletis

@adamkoletis

Data Science Machine Learning

Duitsland
Engels
Sommige informatie wordt in het Engels weergegeven.
Over mij
I am a Machine Learning Engineer specializing in AI systems, LLM applications, and data-driven solutions. I build end-to-end AI applications including chatbots (RAG systems), anomaly detection models, and predictive analytics using real-world datasets. My work focuses on practical, reliable solutions with clear results, combining machine learning, data analysis, and modern AI tools. Based in Germany, I work with clients globally and ensure clear communication and high-quality delivery.... Lees meer

Skills

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adamkoletis
Adam Koletis
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Bekijk mijn diensten

GPT-apps op maat
I will build ai chatbot using llm, rag and vector search
VanafUS$ 80 / projectMeer informatie

Portfolio

Werkervaring

Freelancing_Career

Freelancing Career

Fulltime • 8 yrs 4 mos

PhD Research – Neuro‑Symbolic AI for Parkinson’s Disease Diagnosis

Aug 2022 - Present • 3 yrs 9 mos

Designed hybrid ML + LLM + Fuzzy Ontology framework Implemented fuzzy knowledge bases in Protégé (FuzzyOWL2, HermiT reasoner) Modeled medical uncertainty with triangular membership functions Integrated explainable AI (SHAP) and clinician dashboards Achieved F1‑score up to 0.91 on real clinical handwriting datasets

Senior IT Analyst – Technical Support

May 2022 - Present • 4 yrs

Automation with Python/Bash improving operational efficiency Enterprise cloud & endpoint systems (Azure AD, O365, Windows/macOS) Reduced incident resolution time by ~30%

Bioinformatician

Oct 2021 - May 2022 • 7 mos

Developed Nextflow & Snakemake data pipelines for metagenomics analysis Dockerized workflows for HPC environments and Linux production systems