
Adam Koletis
Data Science Machine Learning
Competenze

Consulta i miei servizi

Portfolio
Esperienza lavorativa
Freelancing Career
Full time • 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