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Nana-Safo-Duker/README.md

Hi, I'm Nana Safo Duker

AI/ML | Data Science | Bioinformatics | Infectious Disease Modeling | Climate & Energy Analytics | AI Law

About Me

I am a Computational researcher developing AI-driven predictive and analytical systems across bioinformatics, precision medicine, infectious disease modeling, climate and energy analytics, and responsible AI.

Skills

Machine Learning Machine Learning Data Science Python Python Machine Learning Machine Learning

Machine Learning Python Machine Learning Bioinformatics Cloud Computing Digital Health AI Governance

Research Interests

  • Bioinformatics & Precision Medicine
  • Artificial Intelligence & Machine Learning
  • Infectious Disease Modeling & Epidemiology
  • Clinical Health Data Analytics
  • Climate & Energy Analytics
  • Responsible AI & Digital Governance
  • Predictive Analytics & Decision Intelligence
  • Cloud Computing & Data Engineering

Current Focus

🔬 AI-Powered Genomic Diagnostics for Prostate Cancer

Developing machine learning systems for genomic interpretation, biomarker discovery, mutation impact prediction, and precision oncology applications.

Research Portfolios

Bioinformatics & Precision Medicine Portfolio

👉 https://github.com/Nana-Safo-Duker/Bioinformatics_PrecisionMedicine-Portfolio

  • Mutation Impact Analysis
  • Biomarker Discovery
  • SNP Mapping
  • Regulatory Genomics
  • Gene Expression Modeling
  • Transcription Factor Binding Prediction

Clinical Health Data Analytics Portfolio

👉 https://github.com/Nana-Safo-Duker/Clinical_Health_Data_Analytics-Portfolio

  • Disease Prediction
  • Risk Stratification
  • Treatment Pattern Analysis
  • Healthcare Analytics
  • Predictive Clinical Modeling

AI/ML & Predictive Analytics Portfolio

👉 https://github.com/Nana-Safo-Duker/AIML_DataScience_PredictiveAnalytics-Portfolio

  • Cybersecurity Analytics
  • Natural Language Processing
  • Fraud Detection
  • Customer Segmentation
  • Employee Retention Prediction
  • Financial & Startup Analytics

Infectious Disease Modeling & Epidemiology Portfolio

👉 https://github.com/Nana-Safo-Duker/Infectious-Disease-Modelling_Epidemiology-Portfolio

  • Outbreak Forecasting
  • Disease Surveillance Modeling
  • Epidemiological Data Analysis
  • Public Health Analytics

Computational Biomedical Research Portfolio

👉 https://github.com/Nana-Safo-Duker/Computational_Biomedical_Research-Portfolio

  • Neurological Signal Analytics
  • Cardiovascular Risk Prediction
  • Retinal Imaging AI
  • DNA Sequence-Based Gene Expression Modeling

Climate & Energy Analytics Portfolio

👉 https://github.com/Nana-Safo-Duker/Climate_Energy_GreenMicrobiology-Portfolio

  • Weather Forecasting
  • Renewable Energy Optimization
  • Electricity Pricing Analytics
  • Load Forecasting
  • Sustainable Transition Modeling

Writing & Publications

✍️ Research writing and technical reflections covering:

  • Bioinformatics
  • Precision Medicine
  • Artificial Intelligence
  • Infectious Disease Modeling
  • Responsible AI
  • Climate & Energy Analytics
  • Digital Health Innovation

📝 Medium: https://medium.com/@freshsafoduker300

Connect

🌐 Portfolio Website: https://nana-safo-duker.github.io

📝 Articles & Blogs: https://medium.com/@freshsafoduker300

💼 LinkedIn Profile: https://www.linkedin.com/in/nana-safo-duker-0aa25227a

Pinned Loading

  1. Bioinformatics_PrecisionMedicine-Portfolio Bioinformatics_PrecisionMedicine-Portfolio Public

    AI/ML bioinformatics portfolio covering mutation impact, biomarkers, SNP mapping, regulatory genomics, expression modeling, and TF binding

    Jupyter Notebook

  2. Clinical_Health_Data_Analytics-Portfolio Clinical_Health_Data_Analytics-Portfolio Public

    Comprehensive collection of 8 clinical data science and health analytics projects focusing on disease prediction, risk stratification, and treatment pattern analysis using advanced machine learning…

    Jupyter Notebook 4

  3. AIML_DataScience_PredictiveAnalytics-Portfolio AIML_DataScience_PredictiveAnalytics-Portfolio Public

    Curated portfolio of reproducible data-science playbooks across marketing, cybersecurity, NLP, finance, HR, energy, and startup analytics.

    Jupyter Notebook

  4. Infectious-Disease-Modelling_Epidemiology-Portfolio Infectious-Disease-Modelling_Epidemiology-Portfolio Public

    AI/ML epidemiology portfolio for infectious disease outbreak forecasting, surveillance modeling, and reproducible public health analytics.

    Python

  5. Computational_Biomedical_Research-Portfolio Computational_Biomedical_Research-Portfolio Public

    AI/ML computational biomedical portfolio covering neurological signal analytics, retinal-image cardiovascular risk prediction, and DNA sequence-based gene expression modeling.

    Jupyter Notebook

  6. Climate_Energy_GreenMicrobiology-Portfolio Climate_Energy_GreenMicrobiology-Portfolio Public

    Climate, Energy and Green Microbiology portfolio covering weather prediction, renewable optimization, electricity pricing, load forecasting, and sustainable transition modeling.

    Jupyter Notebook