Generative AI Architect

1 week ago

Chennai, India V2Soft Pvt Ltd Full time

Key Responsibilities : - 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.- Algorithm Development : Develop and implement machine learning and deep learning algorithms, models, and frameworks to solve intricate problems and enhance system capabilities.- Data Processing : Oversee data collection, preprocessing, and feature engineering to ensure high-quality input for AI models.- Model Training and Evaluation : Train and fine-tune machine learning models using large datasets and rigorously evaluate model performance using appropriate metrics.- Infrastructure and Tools : Design the AI infrastructure, choose suitable frameworks, libraries, and tools, and ensure scalability, reliability, and efficiency of AI systems.- Prototyping and POCs : Build rapid prototypes and proof of concepts (POCs) to demonstrate the feasibility and potential of AI solutions.- Technical Leadership : Provide technical guidance, mentorship, and support to AI development teams, fostering a culture of innovation and collaboration.- 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.- Deployment and Integration : Lead the deployment of AI solutions into production environments, integrating them with existing systems and workflows.- Performance Optimization : Continuously optimize AI solutions for speed, efficiency, and accuracy, and address any bottlenecks or issues.- Documentation : Create comprehensive technical documentation, including design specifications, architecture diagrams, and code and Requirements : - Bachelor's or masters 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. (ref:hirist.tech)

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