AI/ML Engineer - Contract

About Twine

We're a thriving ecosystem of top-tier freelancers from around the world. Trusted by Fortune 500 companies and Silicon Valley startups, Twine is the go-to platform for mission-critical projects. Twine's experts get to participate in generating quality datasets at an unprecedented scale. With over half a million registered freelancers and a growing roster of 35,000+ companies, we've become the comprehensive solution for freelancing.

Our Mission

At Twine, we recognise that companies require a flexible approach to hiring expert freelancers for their most critical projects. Traditional freelance platforms often fall short when it comes to scalability and diversity. That's where we shine. Twine operates as a thriving global freelance network, with diverse experts across various fields, including marketing, engineering, and AI. Our core mission is to empower creators, whether they're businesses or individual freelancers, to thrive in their creative endeavours.

About the Role

We are seeking a AI/ML Engineer to build a product for e-commerce platform. his role will work with the Large Language model team to define architectures and solutions involving Large Language Models and associated application frameworks. This will involve applying a deep technical understanding of LLM design patterns to ensure that solutions achieve quality project outcomes and that the systems built meets the business needs and achieves the intended business value.

Responsibilities

• Play a crucial role in building seamless connectivity between diverse components in Gen AI pipelines
• Optimise workflows and contribute to the development of front-end interfaces
• Tune LLM models using various software engineering techniques
• Deep understanding of techniques in artificial intelligence, machine learning, natural language processing, and large language models
• Experience with training, fine-tuning, and deploying models on premise and in cloud environments
• Proficiency in programming languages, including Python
• Familiarity with machine learning libraries and frameworks like PyTorch, TensorFlow, or similar
• Experience with LLM frameworks such as LangChain
• Experience in Large Language Models and Natural Language Processing
• Hands-on experience establishing design principles, architecture standards, and best practices
• Develop connectors and interfaces to establish connectivity between AI components
• Collaborate with cross-functional teams to integrate and streamline data flows
• Implement optimisation techniques for AI pipelines
• Continuously assess and enhance system performance
• Assist in the development of front-end interfaces
• Collaborate with data scientists, software engineers, and database engineers
• Communicate effectively with team members and stakeholders

Requirements

• 5+ years of work experience in ML deployment area
• 1+ years of experience in software engineering efforts for implementation of Gen AI pipelines
• Ability to fine-tune LLM models using software engineering techniques
• Knowledge of Gen AI concepts, models, development, scalability, and deployment
• Knowledge of containerization technologies (Docker, Kubernetes)
• Understanding of machine learning concepts and frameworks
• Experience with cloud platforms (e.g., AWS, Azure)
• Excellent problem-solving skills
• Ability to work in a collaborative team environment