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Univedge Consulting LLC · Dallas, TX

AI Architect

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Stack mentioned

awsecsekss3identity-and-access-managementpythonlangchainagentic-aiprompt-engineeringraggenerative-aiobservability

Primary Skills

- Intent Model Testing - K-means/K-Folds, Accuracy/Precision, F-scores, Overall Accuracy, Inten Model Balancing - Overvfit vs Underfit, Negative Corpus

Job requirements

Technology Stack:

• Strong hands-on experience with AWS infrastructure (Bedrock, Bedrock Agents, Lambda, ECS/EKS, Step Functions, S3, IAM)

• Proficiency in Python, LangChain/LangGraph, agentic frameworks, and prompt engineering

• Experience with RAG pipelines, embedding models, vector stores, and evaluation frameworks

Domain Expertise:

• Proven experience delivering AI/GenAI use cases for financial services

Key Role Expectations:

• Partner with the AI Architect to convert the architecture into an actionable execution plan and sprint backlog

• Lead the AI engineering pod day-to-day; drive technical delivery, code quality, and engineering standards

• Own implementation of core AI components — agents, orchestration, RAG, model integration

• Conduct design reviews, pair with engineers on complex problems, and unblock the team

• Ensure adherence to security, observability, cost, and performance guardrails

• Coordinate across AI Engineers, Platform Engineers, and SREs for integrated delivery

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