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cbenge509/README.md

Cris Benge

Typing SVG

I lead AI innovation initiatives at Google focused on the federal sector, combining research rigor with real-world deployment. My work spans NLP, computer vision, and generative AI—from parameter-efficient architectures to production systems.


Columbia University UC Berkeley



What I Work On

Machine Learning NLP Computer Vision Generative AI



Featured Work

BERTVision

View Repo

Parameter-efficient compression model architecture for NLP tasks achieving BERT-level performance at a fraction of the computational requirements

Research NLP PyTorch

Facial Keypoints Detection

View Repo

Computer vision neural network achieving Kaggle 2nd place (RMSE: 1.28637) detecting 15 facial landmarks

Competition Computer Vision TensorFlow



Let's Connect

Interested in AI research, federal innovation, or potential collaboration? Explore my full portfolio or reach out.


Portfolio LinkedIn Google Scholar


Always happy to discuss ML architectures, research ideas, or interesting problems.

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  1. BERTVision BERTVision Public

    A parameter-efficient compression model architecture for a variety of NLP tasks at BERT level performance at a fraction of the computational requirements.

    Jupyter Notebook 10

  2. cbenge509.github.io cbenge509.github.io Public

    TypeScript 1

  3. arxiv-ai-analysis arxiv-ai-analysis Public

    A visualization experience of AI/ML academic papers hosted on ArXiV - for project work at the University of California, Berkeley MIDS program (W209, Data Visualization).

    HTML 11 1

  4. Podcast_Creator Podcast_Creator Public

    Want to create podcasts from PDF file? Well then, go for it.

    CSS

  5. w203_Final w203_Final Public

    Analysis of Criminal Statistics in North Carolina (1987)

    Jupyter Notebook

  6. w4732_final_project w4732_final_project Public

    Final project for W4732 Computer Vision II at Columbia University in the Spring 2024 Semester

    Jupyter Notebook