07 Sep
|
Web Spiders
|
Kolkata
07 Sep
Web Spiders
Kolkata
Duties and Responsibilities:
ML Framework Development : Collaborate with data scientists and researchers to design and implement machine learning models using PyTorch, LangChain, and other relevant frameworks. Translate research into production-ready code and optimize models for performance and scalability.
Software Development: Develop, test, and maintain high-quality Python code for various software projects. Contribute to the entire software development lifecycle, from design and implementation to testing and deployment.
Algorithm Implementation: Transform machine learning algorithms and models into effective and functional code. Ensure algorithms are well-documented, modular, and adhere to best practices.
Data Processing: Preprocess and clean large datasets to prepare them for model training and evaluation. Implement data pipelines and transformations to ensure effective data flow for machine learning workflows.
Model Training and Evaluation: Train, fine-tune, and validate machine learning models using diverse datasets.
Implement proper evaluation metrics and techniques to assess model performance accurately.
Performance Optimization: Optimize machine learning models and code for speed, memory usage, and efficiency. Identify and address bottlenecks to enhance overall system performance.
Collaboration: Work closely with cross-functional teams, including data scientists, software engineers, and product managers, to understand requirements and deliver effective solutions.
Code Review and Testing: Participate in code reviews to ensure code quality, consistency, and adherence to coding standards. Write and maintain unit tests and integration tests to validate the functionality of developed features.
Qualifications:
Proven experience (3 years) as a Python Developer with a focus on machine learning frameworks, particularly PyTorch and LangChain.
Robust programming skills in Python, with a solid understanding of software design principles and patter
📌 Ws Group Python Developer Kolkata
🏢 Web Spiders
📍 Kolkata