About Awign Expert:
Awign Expert, a division of Awign - India's largest work-as-a-service platform. We connect skilled professionals with exciting project-based opportunities from top companies, handling onboarding, feedback, conflict resolution, and payroll. Our mission is to empower professionals to focus on their work by managing administrative tasks, providing access to a network of renowned companies and rewarding assignments.
Duration: 4 Months
Location: Remote
Key Responsibilities: ● Fine-tune and optimize Large Language Models (LLMs) for mid-to-large-scale live
production-quality applications.
● Host and deploy LLMs on custom infrastructure, ensuring high availability and
performance.
● Conduct LLM evaluation following best practices as outlined in Hugging Face LLM
Evaluation Guide.
● Collaborate with cross-functional teams to design, develop, and implement AI-driven
solutions tailored to business needs.
● Ensure model scalability, security, and compliance with industry standards.
Required Skills and Experience:
● Experience: 4 years of hands-on experience with Generative AI and LLMs. (Total IT
experience is not a priority.)
● Domain Expertise: Prior experience in the fintech or financial services domain is
essential.
● LLM Fine-Tuning: Demonstrated expertise in fine-tuning LLMs for live production
environments (academic or PoC projects are not relevant).
● Infrastructure Management: Experience with hosting and deploying LLMs on custom
infrastructure.
● LLM Evaluation: Proficiency in conducting LLM evaluations using industry-recognized
methodologies and frameworks.
● Technical Skills:
○ Proficiency in Python and relevant AI/ML libraries (e.g., PyTorch, TensorFlow,
Hugging Face).
○ Strong understanding of LLM architectures and their optimization techniques.
○ Familiarity with cloud-based or on-premise infrastructure for AI deployments.