Architect and Design GenAI Solutions:
Design and implement end-to-end RAG pipelines for various use cases, ensuring optimal performance and accuracy.
Develop and architect Agentic AI workflows that enable autonomous and intelligent task execution.
RAG Pipeline Development:
Design and implement data ingestion, indexing, and retrieval strategies for RAG systems.
Optimize RAG pipelines for performance, accuracy, and latency......
Agentic AI Workflow Development:
Design and implement autonomous agents capable of performing complex tasks.
Develop orchestration frameworks for managing multiple agents and their interactions........
Framework and Tool Expertise:
Stay up-to-date with the latest advancements in GenAI frameworks and tools (e.g., LangChain, AutoGen).....
Collaboration and Communication:
Collaborate with cross-functional teams, including data scientists, engineers, and product managers........
Research and Innovation:
Conduct research and experimentation to explore new GenAI techniques and applications.
Identify opportunities for innovation and drive the adoption of best practices.
Keep up with the latest advancements in LLM technology.
Required Skills:
Programming:
Experience with relevant Python libraries (e.g., NumPy, Pandas, Scikit-learn).
Generative AI:
Deep understanding of Large Language Models (LLMs) and their applications.
Hands-on experience with RAG pipeline development and optimization.
Familiarity with vector databases (e.g., Pinecone, Weaviate, Chroma).
Frameworks and Tools:
Expertise in LangChain and LangGraph.
Experience with AutoGen.
Familiarity with other relevant GenAI frameworks and tools.
AI/ML Concepts:
Strong understanding of machine learning and deep learning concepts.
Experience with natural language processing (NLP) techniques.
Understanding of prompt engineering.
Software Development:
Experience with software development best practices (e.g., version control, testing, deployment).
Experience with cloud platforms (e.g., AWS, Azure, GCP).
Problem-Solving and Communication:
Strong analytical and problem-solving skills.
Excellent communication and collaboration skills.
Ability to work in a fast-paced environment
Any Gradute