
Genetic Model Architect
4 days ago
We are seeking an experienced Artificial Intelligence Specialist to join our team.
- Key Responsibilities:
- Develop and implement large language models (LLMs) and multimodal AI applications tailored to business needs.
- Conceptualize, design, and build LLM-powered agents and NLP solutions 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 & 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 such as Milvus, Qdrant, ChromaDB, CosmosDB, MongoDB.
- Performance & Monitoring:
- Monitor and optimize LLM agents for latency, scalability, robustness, and explainability.
- Implement observability and guardrails strategies for safe AI deployments.
- Handle model drift, token consumption optimization, and error recovery mechanisms.
- Research & 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.
- Debugging & 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 & 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- Quickly unlearn outdated practices and adapt to emerging GenAI and Agentic AI technologies.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.
Required Skills & Experience:
- A minimum of 5 years total experience, with 4+ years in NLP, CV, and LLMs.
- Strong expertise in GenAI, LLMs, RAG pipelines, embeddings, and vector databases.
- Proficiency in Python with strong debugging and system design skills.
- Hands-on experience with Agentic AI frameworks.
- Proven record of production-grade AI deployments.
- Cloud experience: Azure, AWS, or GCP.
- Knowledge of AI orchestration, evaluation, guardrails, and observability tools.
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