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    AI/ML Engineer - Bengaluru, India - Haloocom

    Haloocom
    Haloocom Bengaluru, India

    Found in: Appcast Linkedin IN C2 - 22 hours ago

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    Telecommunications
    Description

    The role

    As a Senior ML/NLP Developer, you will lead our efforts in developing and deploying AI-driven applications, with a focus on machine learning and natural language processing.

    You will collaborate with cross-functional teams to identify business opportunities, develop innovative solutions, and drive the implementation of AI technologies to enhance our products and services.

    Key responsibilities

    • Lead the design, development, and deployment of machine learning models and NLP algorithms to address business challenges and opportunities.
    • Collaborate with product managers, data scientists, and software engineers to define project requirements, goals, and success metrics.
    • Mentor and coach junior developers, providing guidance, feedback, and support to help them develop their skills and expertise in ML/NLP.
    • Stay updated on the latest advancements in AI and machine learning research, and incorporate relevant innovations into our development process.
    • Work closely with stakeholders to understand their needs and requirements, and translate them into actionable technical solutions.
    • Develop and maintain scalable and efficient codebase, ensuring high performance and reliability of AI-driven applications.
    • Conduct code reviews, testing, and debugging to ensure the quality and accuracy of ML models and algorithms.

    Key skills and experience required

    • Minimum 2 years of experience working with machine learning and natural language processing.
    • Deep understanding of AI and machine learning concepts, with practical experience in deploying AI-driven applications.
    • A strong understanding of Python programming language is essential. This includes knowledge of syntax, data structures, algorithms, and object-oriented programming principles.
    • Proficiency in Version Control Systems like Git.
    • Familiarity with Linux/Unix command-line interface.
    • Depending on the nature of the software, familiarity with web frameworks like Django or Flask may be necessary for developing web applications or APIs.
    • Pytorch, Tensorflow, LLAMA, Milvus, OLLAMA, LM studio, Mistral, Mixtral, Open source LLM
    • ASR speech to text, Open source TTS, Gradio, Streamlit, Huggingface
    • Knowledge of containerization tools like Docker and orchestration tools.
    • Understanding of web servers like Nginx or Apache.
    • Proficiency in CI/CD pipelines using tools like Jenkins, GitLab CI/CD, or GitHub Actions.
    • Knowledge of configuration management tools, such as Ansible, Chef, Puppet.
    • Familiarity with monitoring and logging tools.
    • Understanding of security best practices such as encryption, authentication, authorization, and secure coding techniques is essential.
    • Basic knowledge of networking concepts like TCP/IP, DNS, firewalls, and load balancers.
    • Proficiency in scripting languages like Bash or Python scripting.
    • Strong analytical and problem-solving skills, with the ability to develop innovative solutions to complex challenges.
    • Excellent communication and collaboration skills, with the ability to lead a team and work effectively in a dynamic environment.
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