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adamkoletis

Adam Koletis

@adamkoletis

Data Science Machine Learning

Germania
Inglese
Alcune informazioni sono riportate in lingua inglese.
Chi sono
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.... Continua a leggere

Competenze

a
adamkoletis
Adam Koletis
offline • 
Tempo di risposta medio: 1 ora

Consulta i miei servizi

App GPT personalizzate
I will build ai chatbot using llm, rag and vector search

Portfolio

Esperienza lavorativa

Freelancing_Career

Freelancing Career

Full time • 8 yrs 4 mos

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

Aug 2022 - Present3 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 - Present4 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 20227 mos

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