Xerago - Senior AI Full Stack Developer - Python / React.js

Roles & Responsibilities :

• Architect scalable AI solutions : Define end-to-end reference architectures (LLM / RAG, NLP, vision, agentic workflows) that move cleanly from DemoBytes ? POC ? MVP ? Demoable ? Production.
• Own full-stack delivery : Build features across data / ML, backend APIs / services (FastAPI / Flask), and lightweight UIs (React / Next.js) for demoable, user-ready outputs.
• Rapid prototyping : Stand up POCs in days; harden validated solutions into MVP and production with incremental quality / security gates.
• MLOps & platformization : Implement CI / CD / CT for models, datasets, prompts; automate evals, canary / rollback, versioning, model / data drift monitoring, and experiment tracking (W&B / MLflow).
• Integration & interoperability : Embed AI into existing products and workflows via APIs, queues, SDKs, and webhooks with clear SLAs and observability.
• Operate what you build : Instrument services, track p95 latency / availability / cost, and drive continuous improvement post-launch.
• Mentor & uplift : Coach engineers on best practices (prompting, vector design, evals, latency / cost tuning, secure data handling).
• Release cadence : Maintain monthly demo releases and production releases every two months with ALM-driven governance.
• Ethical AI & compliance : Apply privacy-by-design, bias testing / mitigation, model cards, auditability, and data protection controls; ensure documentation in ALM.
• Trendwatching : Track state-of-the-art AI (models, toolchains, infra) and pragmatically incorporate breakthroughs into roadmaps.

Qualifications :

(ref : hirist.tech)