AI/ML Engineer

3 weeks ago

Bengaluru, India Haloocom Full time
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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