AI Architect

4 days ago

bangalore, India V2Soft Full time

Key Responsibilities:1. Solution Design: Collaborate with cross-functional teams to define AI use cases, gather requirements, and architect end-to-end AI solutions that align with business goals.2. Algorithm Development: Develop and implement machine learning and deep learning algorithms, models, and frameworks to solve intricate problems and enhance system capabilities.3. Data Processing: Oversee data collection, preprocessing, and feature engineering to ensure high-quality input for AI models.4. Model Training and Evaluation: Train and fine-tune machine learning models using large datasets, and rigorously evaluate model performance using appropriate metrics.5. Infrastructure and Tools: Design the AI infrastructure, choose suitable frameworks, libraries, and tools, and ensure scalability, reliability, and efficiency of AI systems.6. Prototyping and POCs: Build rapid prototypes and proof of concepts (POCs) to demonstrate the feasibility and potential of AI solutions.7. Technical Leadership: Provide technical guidance, mentorship, and support to AI development teams, fostering a culture of innovation and collaboration.8. Research and Innovation: Stay abreast of AI trends, emerging technologies, and best practices, and contribute to the company's AI strategy by proposing innovative solutions.9. Deployment and Integration: Lead the deployment of AI solutions into production environments, integrating them with existing systems and workflows.10. Performance Optimization: Continuously optimize AI solutions for speed, efficiency, and accuracy, and address any bottlenecks or issues.11. Documentation: Create comprehensive technical documentation, including design specifications, architecture diagrams, and code comments.Qualifications and Requirements:• Bachelor's or Master's degree in Computer Science, Engineering, or a related field. A Ph.D. in AI or Machine Learning is a plus.• Proven experience as an AI Engineer, Machine Learning Engineer, or AI Architect, with a track record of successful AI solution design and implementation.• Streamlit -- Python• Generative AI• HuggingFace , OpenAi and any Custom Model development experience• Strong programming skills in languages such as Python, Java, or C++, and proficiency in AI libraries and frameworks (TensorFlow, PyTorch, scikit-learn, etc.).• In-depth knowledge of machine learning techniques, algorithms, and model evaluation.• Familiarity with big data technologies, cloud platforms, and distributed computing.• Excellent problem-solving abilities and analytical thinking.• Effective communication skills to collaborate with cross-functional teams and present technical concepts to both technical and non-technical stakeholders.• Demonstrated ability to lead technical projects, drive innovation, and mentor junior team members.

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