Primary Skills (Must have hands on Exp): Gen AI, RAG, LLM, Agentic AI, Data Science, Python, AI/ML, API Integration
GenAI Expertise: Extensive experience in building Generative AI applications, including RAG, LLM chaining using Langchain, prompt engineering.
Develop Python-based backend services, APIs, and orchestrators that manage tool invocation, context handling, and task decomposition.
Develop goal-oriented autonomous agents capable of planning, decomposing tasks, and invoking tools via APIs and actions.
Performance Optimization: Proven ability to optimize Azure OpenAI models for enhanced performance and scalability.
API Integration: Experience in integrating OpenAI models into software applications using OpenAI APIs.
Documentation: Excellent documentation and communication skills.
Role & responsibilities
As a Technical Architect with expertise in OpenAI technology, you will play a pivotal role in the design, implementation, and optimization of AI applications and systems. You will collaborate closely with cross-functional teams, software engineers, data scientists, and product managers to ensure the successful deployment of OpenAI technology. Your responsibilities will include:
Primary Responsibilities:
AI Solution Design: Lead the design of AI solutions powered by OpenAI technology, defining system architecture and components.
Technical Leadership: Provide technical leadership and guidance to development teams in implementing OpenAI solutions.
OpenAI Model Selection: Identify and recommend the appropriate OpenAI models, such as GPT-3, GPT-4, or specific language models, based on project requirements.
Scalability and Performance: Ensure that AI solutions are scalable and optimized for performance, especially when dealing with large datasets.
API Integration: Integrate OpenAI APIs and SDKs into applications and services, ensuring seamless functionality.
Model Fine-Tuning: Collaborate with data scientists to fine-tune OpenAI models for specific use cases or domains.
Data Processing: Oversee data preprocessing and feature engineering to prepare data for input into OpenAI models.
Security and Compliance: Address security and compliance considerations in OpenAI-powered solutions, particularly when handling sensitive data.
Documentation: Create and maintain technical documentation for OpenAI architectures, model usage, and best practices.
Training and Mentorship: Mentor team members and facilitate knowledge sharing and skill development.
Conduct code reviews and refactoring wherever possible
Preferred candidate profile
Keyskills: Agentic Ai Gen AI RAG Machine Learning Python Data Science Open AI Machine Learning Algorithms
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