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VAIBHAVPATEL97/README.md

Hi 👋

Machine Learning (Research) Engineer

Machine Learning (Research) Engineer with 2+ years of industry and academic experience.

  • 🌍  I'm based in Canada
  • ✉️  You can contact me at [email protected] (Email Header: Github Connection)
  • 🧠  I'm learning • Topics in Natural Language Processing and Recommedation Systems • Advanced Topics in Computer Vision
  • 🤝  I'm open to collaborating on • Computer Vision (Object Recognition or Detection or Tracking, Motion Estimation, Instance or Semantic Segmentation, GAN techniques, Real-time surveillance systems, Image Retrieval, and Restoration) • Natural Language Processing (NLP) (Topic Modelling, Sentiment Analysis, Text generation) • Recommendation System (Sequential Recommendation) • Learning Techniques (Ensemble, Active, Transfer Learning)
  • ⚡  Let's talk about F1

Skills

Technical Stack:

  1. Programming Languages: Python, MATLAB, C++, Java
  2. Databases: SQL, PostgreSQL, MySQL, MS SQL, MongoDB Elasticsearch, Neo4j
  3. Machine Learning (Python) Packages Data Analysis: Numpy, Pandas, SciPy Data Visualisation: Matplotlib, Seaborn, Plotly Computer Vision/ Deep Learning: TensorFlow, Keras, OpenCV, Scikit-learn, Scikit-Image, PyTorch Natural Language Processing: NLTK, Spacy, HuggingFace Model and Data Monitoring: MLFlow, Weight and Biases (W&B), DVC, Evidently
  4. Web Technologies: HTML, CSS, JavaScript, Flask, Streamlit
  5. Methodologies: Agile/Scrum Methodology, Object-Oriented design, Software Development Lifecycle (SDLC)
  6. DevOps/MlOps: CI/CD, Git, Docker, Grafana, Apache Kafka, Apache Spark, Airflow, PyTest, Kubernetes,
  7. Computing, Embedded Boards, and Cloud Platforms: CUDA, NVIDIA Jetson boards, Raspberry Pi models, AWS, Azure
  8. Documentation and Version Control: LaTeX, Git, Github

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  1. Drone_YOLOv5_Detector Drone_YOLOv5_Detector Public

    Forked from FardadDadboud/Drone_YOLOv5_Detector

    YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

    Python

  2. AI-Text-Generation-Web-application AI-Text-Generation-Web-application Public

    Production ready web application for text generation using GPT-2. For demo purposes.

    Jupyter Notebook

  3. SPAI-Chest-X-Ray-Pneumonia-Project SPAI-Chest-X-Ray-Pneumonia-Project Public

    This repository will contain all the necessary resources required for this project

    1 1

  4. Amazon-Review-Dataset---EDA Amazon-Review-Dataset---EDA Public

    EDA on Amazon reviews [NLP]

    Jupyter Notebook

  5. GAN--LFW-Face-Generation GAN--LFW-Face-Generation Public

    Generating faces of the various subjects present in the LFW Database using Generative Adversarial Network (GAN) model.

    Python

  6. Face-Recognition-in-the-Wild-using-Deep-Learning. Face-Recognition-in-the-Wild-using-Deep-Learning. Public

    Using CNN for face recognition. Note: This is connected to GAN repository. To find out how it is connected dive in!!!

    Python