Develop and implement AI models and GenAI applications, collaborate with teams, design solutions, and deploy models while optimizing performance and scalability.
Job Description:
- Develop and implement AI models and GenAI applications to address business challenges in semiconductors, enterprise technology, consumer technology, medical technology and related industries.
- Collaborate with cross-functional teams to gather requirements, design solutions, and deploy models into production environments.
- Create industry-leading points-of-view in the client domains you are working on that ensures our positioning as a value-partner.
- Utilize your expertise in IoT-IIoT/ERP/CRM systems to integrate data sources and ensure seamless operation of AI solutions.
- Design and develop machine learning models using Python, with proficiency in Computer Vision techniques like OpenCV.
- Architect functional solutions and provide technical guidance to enhance the performance and scalability of AI systems.
- Familiarity with deep learning, machine learning frameworks (like Keras, TensorFlow or PyTorch etc.).
- Experience in using HuggingFace Transformers and libraries.
- Experience optimizing model hyperparameter tuning for speed and cost
- Design and implement GenAI based solutions through contextual prompt engineering and prompt tuning and supporting solution architects on the design of GenAI-powered solutions/assets.
- Experience with Docker.
- 7-15 years of hands-on experience in AI/ML and GenAI.
- Prior experience in leading teams that develop data science/GenAI/AI solutions.
- Proven track record of developing AI models in areas such as channel analytics, marketing & customer experience, analytics, predictive maintenance, production optimization, and connected products.
- Exposure to IOT/ERP/CRM systems and understanding of their integration with AI solutions.
- Experience with cloud platforms, preferably Azure/AWS, and familiarity with GCP.
- Excellent communication, customer service, and problem-solving skills
Top Skills
AWS
Azure
Docker
GCP
Huggingface Transformers
Keras
Opencv
Python
PyTorch
TensorFlow
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