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2 followers · 2 following
  • NYU
  • New York
  • 00:05 (UTC -04:00)

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Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

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aya0221/README.md
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💫 About Me:

I recently graduated with a Master's in Computer Science from NYU. I care about building AI systems that actually help people.🌸🍀

🌐 Socials:

LinkedIn

Portfolio

💻 Tech Stack:

  • Languages: Python, Matlab, SQL, (C++)
  • ML: NLP, NLU, Multi-Modal, Dimensionality Reduction, Computer Vision
  • MLOps: Docker, AWS, CI/CD, Git, Apache Spark, Linux
  • Libraries: HuggingFace, PyTorch, Tensorflow, Scikit-Learn, Pandas
  • Neuroscience: Neural Data Analysis, Computational Neuroscience

📈 GitHub Stats:


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  1. Recommendation-System-E2E-ML Recommendation-System-E2E-ML Public

    Cold-start-recommendation(Bayesian,MMR) -> Voice-Input (Whisper ASR) -> Intent-extraction (fine-tuned DistilBERT) -> Entity-extraction (fine-tuned RoBERTa-spaCy-NER) -> Boosted-search/ranking (Open…

    Python 1

  2. Multimodal-AI-System Multimodal-AI-System Public

    Multi-modal (Language + Vision + Logic). Accuracy of relational reasoning: 88%, non-relational:99%

    Jupyter Notebook 1

  3. Web-Application-Dating-Game-Full-stack Web-Application-Dating-Game-Full-stack Public

    Developed and deployed a Django web application on AWS Elastic Beanstalk with SQL database

    Python

  4. Linux-Shell-implementation-OS Linux-Shell-implementation-OS Public

    Linux Shell Implementation

    C 1

  5. Object-Tracking-Under-Occlusions Object-Tracking-Under-Occlusions Public

    Real-Time Detection + Kalman Filter (predict object positions during detection gaps)

    Python 1

  6. ML-personal-reference-may2024 ML-personal-reference-may2024 Public

    Detailed Explanations on Kalman Filters, Gradient Descent, CNN architectures, etc.

    Python 1