
Strategic AI Solution Architect
5 days ago
Overview:
Logiciel.io is a fast-growing AI solutions partner helping mid-market companies transform operations through agentic AI and outsourced software innovation.
We seek an innovative Generative AI Engineer to lead the development of a voice-enabled multi-agent orchestration system that interacts with graph databases as a knowledge base to deliver high-quality, meaningful results. Key qualifications include hands-on experience with LangGraph, LangChain, Large Language Models (LLMs), and a strong understanding of multi-agent architectures and retrieval-augmented generation (RAG).
Responsibilities:
- Develop various products/applications using Generative AI models producing original content across industries like Home Improvement, Real Estate, and Construction.
- Utilize frameworks like Lang Chain, Llama index, Semantic Kernel.
- Work on concepts like RAG & Model Tuning.
- 5+ years of experience developing/deploying end-to-end AI/ML solutions in AWS production environment.
- DevOps practices, CI/CD pipelines, infrastructure as code for seamless deployment and management of AI models.
- Proficiency in Python, data handling, preprocessing, model architecture design.
- Strong understanding of statistics, research skills applying mathematical concepts to complex problems.
- Demonstrated knowledge of NLP techniques for text processing/analysis.
- Excellent communication/collaboration skills with cross-functional teams.
- Proven track record delivering high-quality solutions within defined timelines.
Good To Have Skills:
- Knowledge of Reinforcement Learning.
- Data visualization interpretation aids communicating insights from generative AI models.
- Transfer learning techniques accelerate model development/performance.
- Awareness of regulatory requirements, ethical considerations, and privacy concerns.
- Deeper expertise in GAN architectures/enhances proficiency in generative AI models.
- Familiarity with additional generative AI libraries/frameworks.
Key Responsibilities Areas:
- Build applications/products using Generative AI models generating original content across domains.
- Develop/deploy end-to-end AI/ML solutions in AWS production environment focusing on generative AI models.
- Utilize NLP techniques for text representation, semantic extraction, information retrieval, entity resolution, etc.
- Collaborate with cross-functional teams gathering requirements/designing/solving technical issues.
- Conduct research on latest advancements in AI/ML, Large Language Models, and Generative AI.
- Work with stakeholders understanding needs translating them into technical requirements.
- Evaluate scalability/reliability/performance of deployed AI/ML solutions on AWS cloud servers.
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