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clmangham/README.md

About Me:

I am an experienced researcher with a background in biology. I enjoy transforming data into knowledge and bringing structure to ambiguous problems. Let's connect! I'm passionate about leveraging data to drive impactful decisions and would love to collaborate on innovative projects.

Programming Languages:

Python, SQL, MATLAB, R

Skills:

Machine Learning, Deep Learning, Statistical Methods, Qualitative and Quantitative Research Methods, Experimental Design, Experiment Analysis, Experiment Tracking, A/B Testing, Hypothesis Testing, Data Visualization, Natural Language Processing, Large Language Models, Generative AI, Databases, Cloud Infrastructure (AWS, GCP), ETL, Workflow Orchestration

Developer Tools:

Version control (GitHub, DVC), Docker, Flask, Jupyter Notebook, Unix / Linux Command Line Tools

Frameworks & Packages:

Pandas, Numpy, Scikit-learn, Matplotlib, Seaborn, Pytorch, Statsmodels, Pyspark, Langchain, NLTK, Flask, Terraform, Mage, BigQuery, dbt, Tableau

Pinned Loading

  1. ChartMetricsAPI ChartMetricsAPI Public

    A REST API with endpoints to return data from a medical database.

    Python 1

  2. SME_LLM SME_LLM Public

    Scraping trending research papers for retrieval augmented generation

    Jupyter Notebook

  3. aging_dementia_tbi aging_dementia_tbi Public

    Further the understanding of dementia by analyzing various biomarkers

    Jupyter Notebook

  4. covid_19_forecasting covid_19_forecasting Public

    Forecast the incidence of COVID-19 cases using deep learning (LSTM model)

    Jupyter Notebook

  5. acme_aroma acme_aroma Public

    Investigate employee turnover

    Jupyter Notebook

  6. amazon_electronics_reviewer_value amazon_electronics_reviewer_value Public

    Assessing "reviewer lifetime value" of Amazon purchases

    Jupyter Notebook 1