3+ yrs of expertise in designing distributed AI systems, multi-agent frameworks, and scalable RAG pipelines.

2+ yrs of expertise in Deep understanding of transformer mechanics, attention patterns, tokenization, and inference optimization.

Evaluation Science: Ability to design adversarial tests, regression suites, and domain-specific scoring functions.

AI Security: Knowledge of jailbreak prevention, prompt-injection defense, secure tool-use, and zero-trust agent routing.

Tokenomics: Ability to optimize token usage, context windows, and cost-latency trade-offs.

Distributed Systems: Experience with load balancing, sharding, concurrency, and high-availability inference clusters.

Observability: Familiarity with tracing, logging, telemetry, and agent-level debugging.

DevOps for AI: CI/CD for model updates, containerization, GPU orchestration, and rollout strategies.

Mentorship & Leadership: Ability to enforce engineering discipline, code quality, and architectural guardrails.

Responsible AI & Governance: Guardrail design, content-safety policy, and audit/traceability for regulated deployments.

📌 Ai Technical Lead Winnipeg (Canada)
🏢 Nexvant Solutions
📍 Canada