Requirements:
• Hands-on experience in developing LLM-based applications for both front-end and back-end development using JavaScript, Typescript, Nest and Next js.
• Hands-on experience on design, and optimizing LLM, RAGS, natural language processing (NLP) systems, frameworks, and tools.
• Hands-on AI/ML modelling experience of complex datasets combined with a strong understanding of the theoretical foundations of AI/ML both short term and long-term memory-based models.
• Expertise in most of the following areas: supervised & unsupervised learning, deep learning, reinforcement learning, federated learning, time series forecasting, Bayesian statistics, and optimization.
• Experience in creating and deploying code libraries using functions and classes in Python and JavaScript MERN AI product-focused development.
• Comfortable working in the cloud and high-performance computing environments (eg, vector DBs, MLops, AWS/Azure/ GCP, ELK).
• Well-versed in software development and code quality best industry practices.
• Experience working with Agile Development methodologies.
Responsibilities:
- Prototypes and do proof of concepts (PoC) in one or all the following areas: LLMS.
-Data Analysis and Preprocessing: Collect and preprocess large-scale text corpora to train and fine-tune language models. Conduct data analysis to identify patterns, trends, and insights that can inform model development and improvement.