About Me

I am a Machine Learning Engineer experienced on Computer Vision and NLP. I have previosuly worked as a Research Associate in the Agency Lab at Independent University, Bangadesh. I have completed my Bachelor’s Degree in Computer Science from Department of Computer Science and Engineering, Independent University, Bangladesh (IUB). Previously, I have worked in the domain of Computer Vision and Machine Learning at Computer Vision and Cybernetics Research Group (CVC). I am extremely interested in developing productive ML models along their complete deployment using MLOps.

Research Interests

  • Machine Learning
  • Computer Vision
  • Natural Language Processing
  • Digital Image Processing
  • Artificial Intelligence
  • Robotics

Technical Skills

Programming language

  • Python
  • MATLAB
  • C++

    • Frameworks

  • Tensorflow
  • PyTorch
  • OpenCV
  • NLTK Toolkit

    • Data Science Tools

  • Keras
  • Scikit-learn
  • Pandas
  • Numpy

    • MLOps Tools

  • GitHub
  • GCP
  • Docker
  • Kubernetes
  • GKE

    • Workflow Management

  • Kubeflow
  • Apache Airflow

    • Web Development

  • Flask API
  • FAST API
  • HTML
  • CSS
  • JavaScript

    • Publications

      • Tanjina Piash Proma, Md. Zakir Hossan, M Ashraful Amin. “Medicine Recognition from Colors and Text”. 3rd International Conference on Graphics and Signal Processing (ICGSP 2019).

        Link.

      • Abul Al Arabi, Hasib Ul Sakib, Pranabesh Sarkar, Tanjina Piash Proma, Jahedul Anowar, M Ashraful Amin. “Autonomous Rover Navigation using GPS Based Path Planning”. Asia Modelling Symposium 2017 (AMS2017).

        Link.

      • Ishraq Ul Haque, Abul Arabi, Shadat Hossain, Tanjina Piash Proma, Nafi Uzzaman, Mahfuz Hannan and Sajjad Hossain. “Vision Based Trajectory Following Robot along with Swarm Robotics”. 3rd International Conference on Control, Automation and Robotics (ICCAR 2017).

        Link.

      • Md. Zakir Hossan, Tanjina Piash Proma , M Ashraful Amin. “Medicine Recognition Using Intrinsic Geometric Property from Pill Image”. Pacific Rim International Conference on Artificial Intelligence (PRICAI 2016). * Winner of the Best Presentation Award*

        Link.

    Certifications

      Coursera:

        Machine Learning Engineering for Production (MLOps) Specialization:

      • Introduction to Machine Learning in Production. Certificate

        • Deep Learning Specialization: Certificate

      • Neural Networks and Deep Learning. Certificate
      • Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization. Certificate
      • Structuring Machine Learning Projects. Certificate
      • Convolutional Neural Networks. Certificate
      • Sequence Models. Certificate

        • Natural Language Processing Specialization: Certificate

      • Natural Language Processing with Classification and Vector Spaces. Certificate
      • Natural Language Processing with Probabilistic Models. Certificate
      • Natural Language Processing with Sequence Models. Certificate
      • Natural Language Processing with Attention Models. Certificate

        • Data Engineering, Big Data, and Machine Learning on GCP Specialization

      • Google Cloud Big Data and Machine Learning Fundamentals. Certificate

        • TensorFlow in Practice Specialization

      • Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning. Certificate
      • Convolutional Neural Networks in TensorFlow Certificate

      Udemy:

      • Deep Learning A-Z™: Hands-On Artificial Neural Networks. Certificate

    CV

    Take a look at my Academic CV.

    Take a look at my Resume .

    International Conferences & Competition

    USA

    University Rover Challenge 2018 News & Scores




    Malaysia

    Asia Modelling Symposium 2017. Link & Photos



    Contact

  • tanjinaproma@gmail.com
  • Researchgate