Python Developer - Azure

JOB DESCRIPTION 1. AI/ML Model Development: Develop, train, and optimize machine learning models using TensorFlow and NumPy.Implement computer vision applications using Pillow and pdf2image for image
processing.
2. Data Preprocessing and Analysis: Clean and preprocess data using Pandas to prepare it for model training.Perform exploratory data analysis (EDA) to gain insights and inform modeling decisions. 3. Flask Application Development: Create RESTful APIs and web applications using Flask to deploy AI/ML models.Develop interactive dashboards for data visualization and model results. 4. Deployment and Scaling:
- Deploy AI/ML models and Flask applications using Gunicorn for efficient production
deployment.
- Implement containerization using technologies like Docker for easy scaling and
deployment.
5. Model Evaluation and Maintenance: Evaluate model performance and implement necessary improvements.Continuously monitor and maintain deployed models, ensuring they stay up-to-date and
accurate.
6. Collaboration:
- Collaborate with cross-functional teams, including data scientists, software engineers,
and business stakeholders.
l. Communicate technical concepts and findings to non-technical stakeholders.
7. Documentation:
- Create clear and concise documentation for code, models, and processes to facilitate
knowledge sharing.