· Proven experience in LLM / GenAI integration in real applications
· Strong API development and backend engineering expertise
· Ability to design and clearly explain system architecture (not just implementation)
· Practical experience with:
o Prompt engineering
o AI workflows (LangChain, agents, tool integrations)
o Observability, feedback loops, and AI evaluation
· Strong communication skills and ownership mindset
Important:
Candidates must have hands-on experience building AI applications end-to-end and should be able to articulate their work clearly. Profiles with only theoretical or limited exposure will not be considered.
Skill Matrix to be filled by Candidates:
Role- AI Full Stack Developer (GenAI/LLM)
(GenAI / LLM Focus)
Duration- 6+
Location: Minneapolis, MN
Role Overview
We are seeking a hands-on AI Full Stack Developer with proven experience building and deploying GenAI/LLM-powered applications end-to-end. This role requires strong backend/API engineering, solid frontend skills, and the ability to design, explain, and scale AI-driven systems.
Key Responsibilities
· Build and deploy full-stack applications integrating LLM/GenAI capabilities into real-world workflows
· Design and develop APIs/services for model inference, prompt orchestration, and agent workflows
· Implement AI-driven UX features such as:
o Explanations
o Feedback loops
o Human-in-the-loop workflows
· Work with LLM frameworks (LangChain, LangGraph, or similar) to build intelligent applications
· Integrate with external AI/ML services and data platforms via APIs
· Ensure secure SDLC practices: testing, code reviews, dependency management, vulnerability fixes
· Collaborate with architecture and platform teams to align with enterprise standards
· Use AI coding tools (Copilot, agentic IDEs) to accelerate development while maintaining quality
Required Skills (Must-Have)
· 5+ years of software development (backend + frontend)
· Strong experience in Python / Java / .NET (Python highly preferred)
· Hands-on experience building LLM/GenAI applications (production or strong POCs)
· Experience with:
o REST API development
o React or modern frontend frameworks
· Practical experience with:
o LangChain / LangGraph / agent frameworks
o Prompt engineering & tool/function calling
· Strong understanding of:
o AI system design & architecture
o Model integration patterns (RAG, APIs, agents)
· Experience with CI/CD, Git workflows, and automated testing
Nice-to-Have (Highly Preferred)
· Experience building internal copilots or AI assistants
· Knowledge of AI observability:
o Prompt/version tracking
o Model evaluation metrics
· Experience designing AI interaction UX
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please share the profiles here and loop to – sauran.kumar@compunnel.com
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