Job Description - AI/ML Lead





  • Lead the design, development, testing, and deployment of AI/ML models and solutions.




  • Define AI/ML strategies and technical roadmaps aligned with business objectives.




  • Build and optimize machine learning and deep learning models for real-world applications.




  • Oversee data preprocessing, feature engineering, model training, validation, and evaluation.




  • Work with algorithms for classification, regression, clustering, and predictive analytics.




  • Explore and implement Generative AI, Large Language Models (LLMs), and Retrieval-Augmented Generation (RAG) solutions.




  • Develop scalable AI pipelines and production-ready ML applications.




  • Implement MLOps practices for model deployment, monitoring, versioning, and retraining.




  • Collaborate with data engineers, software developers, product managers, and business stakeholders.




  • Mentor and guide AI/ML engineers and ensure high-quality technical delivery.




  • Monitor model performance, accuracy, scalability, and reliability.




  • Ensure data privacy, model security, responsible AI practices, and compliance.




  • Evaluate emerging AI technologies and recommend suitable tools and frameworks.




  • Communicate project progress, technical insights, and business impact to stakeholders.












Requirements




  • Strong programming skills in Python.




  • Expertise in machine learning libraries such as Scikit-learn, TensorFlow, and PyTorch.




  • Strong understanding of statistics, probability, linear algebra, and optimization.




  • Experience with data processing and analysis using Pandas, NumPy, and SQL.




  • Knowledge of deep learning, NLP, and computer vision.




  • Experience with Generative AI, LLMs, prompt engineering, and RAG architectures.




  • Familiarity with frameworks such as LangChain or LlamaIndex.




  • Experience with model deployment using FastAPI, Flask, or REST APIs.




  • Knowledge of MLOps tools, Docker, Kubernetes, and CI/CD pipelines.




  • Familiarity with cloud platforms such as AWS, Microsoft Azure, or Google Cloud.




  • Strong leadership, problem-solving, communication, and project management skills.











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