Rumi Allbert - AI Engineer

Rumi Allbert

AI Engineer

New York, New York
rumiallbert@gmail.com • +18453214234 • https://linkedin.com/in/rumi-allbert
Rumi Allbert

About

Experienced AI Engineer and Data Scientist with a strong background in machine learning, natural language processing, and data analytics. My interdisciplinary interests extend to classics, philosophy, and music.

Languages

  • 🇺🇸 English
  • 🇲🇽 Spanish
  • 🇹🇼 Chinese
  • 📜 Latin
  • 🇬🇷 Greek
  • 🏛️ Ancient Greek

Experience

  • -

    Affiliate Researcher @ Wolfram Institute

    New York, NY - Remote

    Summary:

    • Researching Minds, Machines & Intelligence, focusing on Deep Learning/Artificial Intelligence Conceptual Spaces, AI Philosophy, and Consciousness Science.

    Highlights:

    • Exploring ethical, moral, and societal implications of AI development
    • Investigating machine ethics, AI bias, and explainability of AI decisions
    • Contributing to the development of ethical frameworks for responsible AI creation and deployment

    Responsibilities:

    • Conducting interdisciplinary research on AI philosophy and consciousness science
    • Collaborating with fellow researchers on projects related to machine intelligence and cognitive functions
    • Utilizing Mathematica and various machine learning and AI libraries for advanced computational analysis
    • Mathematica
    • Python
    • AI
    • Machine Learning
    • Ethics in AI
  • -

    AI Engineer @ Stealth

    New York, NY - On site

    Summary:

    • Architecting and implementing cutting-edge Large Language Models and AI systems.

    Highlights:

    • Architected and implemented cutting-edge Large Language Models, resulting in a 40% improvement in natural language understanding across multiple domains
    • Pioneered an AI recommendation evaluation platform, leveraging advanced ML techniques to boost recommendation accuracy by 30%

    Responsibilities:

    • Coordinating, implementing, and deploying various AI models to production
    • Python
    • HuggingFace
    • PyTorch
    • Docker
    • Redis
    • wandb
    • FastAPI
    • Ollama
  • -

    Data Scientist @ The Epoch Times

    New York, NY - Hybrid

    Summary:

    • Spearheaded data science initiatives, focusing on predictive modeling, data pipeline engineering, and NLP implementations.

    Highlights:

    • Developed predictive models using advanced statistical techniques, resulting in a 20% reduction in subscriber churn
    • Engineered scalable data pipelines using Python and Hive, increasing operational efficiency by 25% and enhancing data integrity
    • Implemented state-of-the-art NLP models, including BERT and custom clustering algorithms, to extract actionable insights from unstructured data
    • Designed and deployed an automated reporting system, providing real-time analytics to C-level executives and informing strategic decisions

    Responsibilities:

    • Led end-to-end data science projects from conception to deployment
    • Collaborated with cross-functional teams to integrate data-driven solutions into business processes
    • Presented findings and recommendations to stakeholders, translating complex analyses into actionable insights
    • Python
    • Hive
    • MySQL
    • Apache Superset
    • Machine Learning
  • -

    CTO & Executive Board Member @ Students for Falun Gong

    Remote - Remote

    Summary:

    • Leading technical initiatives and strategic planning for an international non-profit organization.

    Highlights:

    • Led development and maintenance of multilingual websites, ensuring optimal performance and user experience
    • Managed server infrastructure, prioritizing system reliability and efficiency
    • Organized and hosted international conferences, enhancing network and outreach
    • Engaged in advocacy at the International Religious Freedom Summit, supported by diverse media and community collaborations

    Responsibilities:

    • Overseeing all technical aspects of the organization's digital presence
    • Collaborating with international teams to implement strategic initiatives
    • Representing the organization at high-level conferences and summits
    • WordPress
    • Web Development
    • Server Management
    • Event Organization
    • Advocacy
  • -

    Data Analytics Research Assistant @ UD Social Neuroscience Lab

    Delaware - Remote

    Summary:

    • Conducted complex statistical analyses using Python, uncovering key insights that shaped the direction of multiple research projects.

    Highlights:

    • Developed and optimized a suite of Python scripts for PsychoPy, accelerating the data analysis pipeline by 30% and eliminating processing bottlenecks
    • Python
    • PsychoPy
    • Statistics
    • Research
  • -

    Data Scientist @ Litespeed Technologies

    Middletown, NY - Intern

    Summary:

    • Developed data-driven reports for the VP & CEO, highlighting key findings from extensive data mining efforts.

    Highlights:

    • Engineered high-performance data mining scripts, achieving a 200% improvement in processing efficiency and a 50% reduction in execution time
    • Implemented distributed computing solutions for big data algorithms, enabling real-time analysis of 5+ company data streams
    • Go
    • Python
    • MongoDB
    • PHP
    • Data Mining
  • -

    Data Analytics Alumni @ NASA

    Middletown, NY - Remote

    Summary:

    • Applied advanced data science techniques to real-world projects, including time series forecasting and geospatial analysis.

    Highlights:

    • Created user-friendly data visualizations and accessible USGS geospatial maps under the mentorship of NASA, the United Nations, USGS, and other organizations
    • QGIS
    • JavaScript
    • Geospatial Analysis
    • Data Visualization
  • -

    Full-Stack Developer & Assistant Creative Director @ The Werking Title Gallery

    San Diego, CA - Remote

    Summary:

    • Architected and implemented a responsive web platform, driving a 20% increase in user engagement and online visibility.

    Highlights:

    • Completed several client projects successfully
    • JavaScript
    • React
    • Node.js

Skills

Core Competencies

  • Data Science
  • Artificial Intelligence
  • Machine Learning
  • Statistical Analysis
  • Software Engineering
  • Research & Development
  • Project Management

Programming & Scripting Languages

  • Python
  • R
  • JavaScript
  • Go
  • Mathematica

Machine Learning & AI

  • TensorFlow
  • PyTorch
  • Hugging Face
  • wandb
  • Scikit-learn
  • TransformerLens
  • NLTK
  • SpaCy
  • Gensim
  • PyCaret

Data Science & Analytics

  • Pandas
  • Polars
  • NumPy
  • Plotly
  • Streamlit
  • Matplotlib
  • Seaborn
  • Tableau
  • Power BI
  • Mathematica

Big Data & Cloud Technologies

  • Hadoop
  • Spark
  • Hive
  • AWS
  • Azure
  • Google Cloud

Software Development & DevOps

  • Git
  • GitHub
  • GitLab
  • Docker
  • Kubernetes
  • CI/CD
  • Agile Methodologies

Databases & Data Storage

  • MySQL
  • MongoDB
  • PostgreSQL
  • SQLite
  • Redis

Education

    Ralston College

    Master of Arts in Humanities
    • Full-tuition scholarship recipient
    • Completed intensive Greek Language Residency
    • Participated in educational trips to Greece and Turkey

    Fei Tian College Middletown

    Bachelor of Science in Data Science
    • First Place Hackathon Champion
    • Academic Excellence Recipient

    Wolfram Summer School

    Certificate in Artificial Intelligence & Philosophy
    • Conducted research and experiments in Artificial Intelligence & Large Language Models
    • Collaborated with peers on cutting-edge AI projects
    • Gained hands-on experience with Wolfram Language for AI applications

    National Taiwan Normal University

    Language Studies in Mandarin Chinese
    • Recipient of the prestigious Huayu Scholarship

    Center for Hellenic Studies, Harvard University

    Visiting Greek Scholar in Greek Studies
    • Full-time Greek Language Residency
    • Collaborated with international scholars in Hellenic studies

Certificates

Projects