Technical Lead – EA Technical, AI/ML

Role Overview

• Proficiency in Large Language Models (LLMs), Generative AI, Natural Language Processing (NLP), and Retrieval-Augmented Generation (RAG).
• Knowledge of the leading LLMs.
• Fine-tuning models using Python libraries like Hugging Face Transformers or OCI's SDK to adapt them for domain-specific tasks.
• NLP skills like sentiment analysis, entity extraction, and text classification.
• RAG expertise – Understanding of Vectorization, embeddings.
• Working with OpenSearch, leveraging Oracle Database 23ai's vector capabilities.
• Experience with Prompt Engineering, Content Moderation Guardrails, and Handling Context Retention in Multi-Turn Interaction.
• Advanced prompt engineering techniques, such as chain-of-thought prompting.
• Content Moderation: PII detection, toxicity scoring, custom filters.
• Context Retention: expertise in managing session states, Redis Caching, multi – turn conversations.
• Tools Orchestration, Function Calling, Custom API Endpoints, SQL Tools for Database Queries, and Agent Networks for Multi-Stage Workflows.

Requirements

• Proficiency in Large Language Models (LLMs), Generative AI, Natural Language Processing (NLP), and Retrieval-Augmented Generation (RAG).
• Knowledge of the leading LLMs.
• Fine-tuning models using Python libraries like Hugging Face Transformers or OCI's SDK to adapt them for domain-specific tasks
• NLP skills like sentiment analysis, entity extraction, and text classification
• RAG expertise – Understanding of Vectorization, embeddings.
• Working with OpenSearch, leveraging Oracle Database 23ai's vector capabilities.
• Experience with Prompt Engineering, Content Moderation Guardrails, and Handling Context Retention in Multi-Turn Interaction.
• Advanced prompt engineering techniques, such as chain-of-thought prompting.
• Content Moderation: PII detection, toxicity scoring, custom filters.
• Context Retention: expertise in managing session states, Redis Caching, multi – turn conversations.
• Tools Orchestration, Function Calling, Custom API Endpoints, SQL Tools for Database Queries, and Agent Networks for Multi-Stage Workflows.

Tech Stack

• Oracle
• Python
• Redis
• SQL