Senior AI/ML Engineer - Pune - Zorba Consulting

    Zorba Consulting
    Zorba Consulting Pune

    5 days ago

    Full time
    Description

    We are seeking a highly skilled Senior AI/ML Engineer with extensive expertise in machine learning, deep learning, and AI model development. You will be responsible for designing, developing, and deploying end-to-end AI/ML models, with a strong focus on NLP and Python. This role requires proficiency in frameworks like TensorFlow and PyTorch, and experience with cloud-based AI solutions to solve complex business problems.

    Roles & Responsibilities:

    • Design, develop, and deploy AI/ML models for real-world applications.
    • Work with NLP, deep learning, and traditional ML algorithms to solve complex business problems.
    • Develop end-to-end ML pipelines, including data preprocessing, feature engineering, model training, and deployment.
    • Optimize model performance using hyperparameter tuning and model evaluation techniques.
    • Implement AI-driven solutions using TensorFlow, PyTorch, Scikit-learn, OpenAI APIs, Hugging Face, and similar frameworks.
    • Work with structured and unstructured data, performing data wrangling, transformation, and feature extraction.
    • Deploy models in cloud environments (AWS, Azure, or GCP) using SageMaker, Vertex AI, or Azure ML.
    • Collaborate with cross-functional teams to integrate AI models into production systems.
    • Ensure scalability, performance, and efficiency of AI/ML solutions.
    • Stay updated with emerging AI trends and technologies to drive innovation.

    Skills Required:

    • Strong experience in machine learning, deep learning, NLP, and AI model development.
    • Proficiency in Python, TensorFlow, PyTorch, and Scikit-learn.
    • Expertise in NLP techniques (Word2Vec, BERT, transformers, LLMs, text classification).
    • Hands-on experience with computer vision (CNNs, OpenCV, YOLO, custom object detection models) is a plus.
    • Solid understanding of ML model deployment and MLOps (Docker, Kubernetes, CI/CD for ML models).
    • Experience in working with cloud platforms (AWS, Azure, GCP) for AI/ML model deployment.
    • Strong knowledge of SQL, NoSQL databases, and big data processing tools (PySpark, Databricks, Hadoop, Kafka, etc.).
    • Familiarity with API development using Django, Flask, or FastAPI for AI solutions.
    • Strong problem-solving, analytical, and communication skills.
    • Experience with AI-powered chatbots, OpenAI API integration, and exposure to LLMs (GPT, LLaMA, Falcon, etc.) for real-world applications is a plus.
    • Hands-on experience in generative AI models is a plus.

    QUALIFICATION:

    • Bachelor's or Master's degree in Computer Science, Data Science, or a related field.

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