Hi, I'm Deon Levon Dmello Machine Learning Engineer

Machine Learning Engineer with strong expertise in developing ML/DL models and implementing end-to-end MLOps pipelines. Skilled in containerization, CI/CD workflows, and integrating ML models with backend systems. Experienced in RESTful APIs, data analysis, and platform engineering. Passionate about building scalable AI solutions and maintaining reliable production systems. Ready to contribute to innovative projects!

Experience

AI Engineer

Tardid Technologies

June 2024 - Present

Designed and implemented algorithms to enhance naval vessels’ detection range and bearing accuracy. Integrated sensors such as LiDAR and IMU with the vision system, improving environmental awareness for maritime applications. Developed backend code to incorporate machine learning models, optimizing real-time decision-making. Applied expertise in sensor fusion, algorithm optimization, and backend development to improve system performance and reliability. Worked on object detection and image classification tasks, fine-tuning deep learning models for high precision and recall. Integrated models into a production system for real-time inference, ensuring efficient deployment and scalability.

  1. Python
  2. TensorFlow
  3. OpenCV
  4. PyTorch
  5. Scikit-learn
  6. Matplotlib
  7. ONNX
  8. Flask
  9. TensorRT
  10. Docker
  11. Cuda C++
  12. C/C++
Practo Technologies

SRE/Platform Engineer Intern

Practo Technologies

March 2024 - June 2024

Managed and resolved support tickets using JIRA, connecting to servers over SSH to troubleshoot and fix issues, ensuring system reliability and uptime. Implemented bug patches, enhanced platform stability, and developed a thorough understanding of in-house tools for sending SMS and email notifications. Gained hands-on experience with PagerDuty for incident management and developed a foundational understanding of Docker for containerization and deployment processes.

  1. Python
  2. Shell
  3. Ansible
  4. Docker
  5. Go Lang
  6. JIRA
  7. SSH
  8. PagerDuty
  9. Containerization
  10. Deployment
Practo Technologies

Projects

Image Colorization

A deep learning model that colorizes black and white images.

  1. PyTorch
  2. OpenCV
  3. Scikit-learn
  4. Matplotlib
agency elevation

PubMed200kSolver

A deep learning model that solves multiple-choice questions based on the given passage.

  1. Python
  2. Tensorflow
  3. Sci-kit learn
  4. Matplotlib
portfolio template

WaterB&B

Website for DevX A dedicated space for developer experience

  1. HTML5
  2. CSS3
  3. Bootstrap
  4. DOM Manipulation
  5. Node.js
  6. Express.js
  7. REST
  8. MongoDB
  9. PassportJS
  10. contribute dev

    My Toolkit

    Programming Languages

    Python HTML5 CSS3 JavaScript C++ C Java

    Frameworks and Libraries

    MySQL MongoDB PostgreSQL

    Tools and Platforms

    scikit-learn TensorFlow PyTorch

    Development Tools

    Visual Studio Code Jupyter Notebook Google Colab IntelliJ IDEA

    Operating Systems

    Windows Linux macOS

    Send Message

    Available for hire

    As a machine learning engineer and backend developer, I specialize in creating machine learning models, data analysis, and data visualization. I am skilled in implementing RESTful APIs and integrating machine learning models into backend systems. Let's discuss how I can contribute to your project!

    I am currently open to new opportunities and collaborations. Feel free to reach out to me for any inquiries or collaborations.

    Deon Levon Dmello