Cole Feuer

Software Developer & Machine Learning Researcher

Passionate about designing and optimizing AI systems across deep learning, reinforcement learning, LLMs, computer vision, and large-scale model development. Excited to contribute to innovative research and scalable AI applications in diverse domains.

Work Experience

Data Analyst

Clinical Intelligence Center, Icahn School of Medicine at Mount Sinai — New York, NY | January 2022 - December 2022

  • Designed, trained, and optimized preliminary neural networks predicting patient outcomes for Out-of-Hospital Cardiac Arrest survival.
  • Developed predictive models incorporating environmental and clinical factors using Python and TensorFlow, deployed on the Minerva supercomputing cluster.
  • Conducted comprehensive AUC/ROC analyses to evaluate model performance and refine feature selection.
  • Co-authored a published paper in JMIR Aging on the joint modeling of social determinants and clinical factors.

Part Time Load Analyst and Geothermal Installation Assistant

Geothermal Works — New York, NY | January 2023 - Present

  • Performed heat gain and loss analyses for the design of over 100 DX geothermal systems.
  • Developed the Geothermal Works company website using custom HTML, CSS, and Javascript on Squarespace.

Summer Intern

Department of Genetic and Genomic Sciences, Mount Sinai — New York, NY | June 2018 - August 2018

  • Led a solo machine learning project analyzing patient genetic data to predict personalized drug efficacy.
  • Built neural networks for precision-based personalization strategies, simulating recommendation mechanisms for drug response.

My Projects

Here are some of my public projects on GitHub. More details can be found by clicking on them.

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Here are the github pages of some of my projects on GitHub.

Skills

Programming Languages

Python, C++, C, Java, JavaScript, SQL, Bash, Ruby

Machine Learning & AI Frameworks

PyTorch, TensorFlow, Hugging Face Transformers, Scikit-learn, LangChain, PEFT, FlashAttention, CycleGAN, Diffusion Models

Data Science & Analysis

NumPy, Pandas, OpenCV, Matplotlib, Seaborn, AUC/ROC analysis, feature engineering

Deployment & Infrastructure

AWS (EC2, S3), SLURM, Postgres, MongoDB, REST APIs

DevOps & Tools

Git, GitHub, Jupyter, VS Code, Streamlit, React, Node.js, Adobe Illustrator, Figma

Specialized Areas

Federated Learning, Style Transfer, Computer Vision, Large Language Models, Reinforcement Learning, Neural Architecture Design

Education

Rensselaer Polytechnic Institute (RPI) - Troy, NY

Master of Science in Computer Science - May 2025 (Expected)

GPA: 3.9

Rensselaer Polytechnic Institute (RPI) - Troy, NY

Bachelor of Science in Computer Science - May 2024

GPA: 3.69

Publications

Abbott EE, Oh W, Dai Y, Feuer C, Chan L, Carr BG, Nadkarni GN. Joint modeling of social determinants and clinical factors defines subphenotypes in out-of-hospital cardiac arrest survival. JMIR Aging. 2023. doi: 10.2196/51844. PMID: 38059569

Marquez-Luna C, My Vy Ha, Petrazzini BO, Vaid A, Feuer CD, et al. A Multi-Ethnic Polygenic Risk Score Modifies the Effect of the Transthyretin V122I Variant on Heart Failure. eLIFE, in press.

Interests

Woodworking, Music Production, Rock Climbing, DIY Projects, Cooking

Get In Touch

Feel free to reach out if you'd like to collaborate, discuss opportunities, or just talk.

Email: [email protected]

GitHub: github.com/CDFire