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Senior Machine Learning Engineer
3 weeks ago
AI Architect Lead
We are seeking a seasoned AI architect to design and develop cutting-edge agentic workflows.
Key Responsibilities:
Design and optimize domain adaptive agentic AI systems to automate business processes.
Fine-tune large-scale pre-trained models using techniques like PEFT and SFT for specific applications and domains.
Develop prompts with Chain of Thought and Few Shot to enhance model responses, ensuring that model outputs align with use case requirements.
Built end-to-end workflows for AI solutions, from data collection and preprocessing to training, deployment, and continuous improvement in production environments.
Requirements:
Minimum 5+ years of hands-on experience in machine learning and AI engineering.
Proven track record in working with LLMs such as Llama and models like GPT and BERT.
Expertise in designing, fine-tuning, and deploying generative AI models and building agentic workflows.
Strong experience in prompt engineering to optimize AI models performance.
Technical Skills:
Proficiency in Python, TensorFlow, PyTorch, or other ML frameworks.
Proficiency in building agentic workflows with tools like Langgraph and CrewAI.
Familiarity with cloud platforms (AWS, GCP, Azure) for deployment and scaling of models.
Experience with NLP tasks, such as text classification, text generation, summarization, and question answering.
Knowledge of reinforcement learning, multi-agent systems, or other autonomous decision-making frameworks.
Familiarity with SDLC life cycle , data processing tools (e.g., Pandas, NumPy, etc.) and version control (e.g., Git).