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1 week ago
We are seeking a highly skilled GenAI professional with expertise in Agentic AI, NLP, and Computer Vision to fill this key position.
This specialist will design, build, fine-tune, and deploy LLM agents and multi-modal AI applications that tackle real-world business challenges.
Key Responsibilities:- Model Design and Development
- Conceptualize, design, and implement LLM-powered agents and NLP solutions tailored to business needs.
- Build multi-agent and multi-modal AI applications/frameworks, ensuring interactivity, latency optimization, failover, and usability.
- Apply advanced design principles for structured outputs, tool usage, speculative decoding, AST-Code RAG, streaming, and async/sync processing.
- Hands-on Coding and Development
- Write, test, and maintain clean, scalable, and efficient Python code for LLMs and AI agents.
- Implement fine-tuning, embeddings, and prompt engineering with a focus on cost, latency, and accuracy.
- Integrate models with vector databases (Milvus, Qdrant, ChromaDB, CosmosDB, MongoDB).
- Performance and Monitoring
- Monitor and optimize LLM agents for latency, scalability, robustness, and explainability.
- Implement observability and guardrails strategies for enterprise-safe AI deployments.
- Handle model drift, token consumption optimization, and error recovery mechanisms.
- Research and Innovation
- Read, interpret, and implement AI/Agent research papers into practical production-ready solutions.
- Stay ahead of academic and industry trends in Agentic AI, multimodal AI, orchestration frameworks, and evaluation methodologies.
- Experiment with new AI orchestration tools, evaluation frameworks, and observability platforms (Arize or similar).
- Debugging and Issue Resolution
- Diagnose and resolve model inaccuracies, system integration issues, and performance bottlenecks.
- Apply advanced debugging techniques to troubleshoot deployment errors, data inconsistencies, and unexpected agent behaviors.
- Continuous Learning and Adaptability
- Quickly unlearn outdated practices and adapt to emerging GenAI and Agentic AI technologies.
- Contribute to a culture of innovation by experimenting, prototyping, and scaling cutting-edge AI solutions.
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