💡Isar F.

• Built and maintained FastAPI endpoints for AI-driven claim validation with LangGraph, integrating multilingual document parsing and optimising prompts/graphs for accuracy improvements. • Architected event-driven Azure solutions (Functions, MongoDB, Terraform), optimizing cost (model/resource right-sizing, token reduction) and performance of LLM-heavy pipelines. • Enhanced development tools (Claude Code Skills/MCPs/Agents), CI/CD guaranteeing quality code and flow (unit tests, Langfuse observability), ensuring stable and efficient releases across environments.

• Founding the technical side of a platform turning 20+ years of archaeological field data into a structured, searchable system - now used internally at a national institution, with a roadmap toward a public, grant-funded SaaS. • Own the full stack end-to-end: AWS infrastructure (ECS, RDS, Redis, Terraform), a Django backend with Celery async pipelines, and HTMX/Tailwind + Leaflet UIs. Built a human-in-the-loop AI ingestion feature (LangGraph + Mistral) that converts historical reports into structured data, cutting report production time ~8×.•

Developed a full-stack CV processing platform with Vue.js, FastAPI, and MongoDB (Dockerized), featuring PDF-to-Word AI conversion (OpenAI) and Power BI integration for real-time KPI/data analysis. Deploying it as a micro-service architecture on Azure.

Built 2D/3D geospatial tooling in ArcGIS Experience Builder to support fiber and cell-tower deployment across France, with custom React widgets and REST endpoints for interactive data visualization. Worked directly with the Paris team on telecom infrastructure data.

• Led the MigraCode program as the only engineer on staff - taught UNIX, algorithms, testing, API integration, web dev and AWS to 100+ students from refugee and migrant backgrounds, and modernized delivery (flipped classroom, peer coding, GitHub Education Suite, merging with the open-source CodeYourFuture / GoHugo curriculum). • Technical lead and coach for dozens of full-stack student projects (React, Node.js, Next.js) end-to-end - Figma/Scrum through Netlify + GitHub Actions deployment - including EU-funded public-utility projects and mission-critical NGO tooling. • Digitalized and automated the NGO's core operations (Make.com, Airtable, Slack, Notion, Google Workspace) with full documentation, cutting recurring tasks from hours or days to minutes.

• Built a national-scale solution (from Design to Containerization & Deployment) using Python to correct police officers’ salary errors, reducing the need for human intervention by 75%. • Spearheaded end-to-end development of a dynamic data visualization dashboard using Django, Bootstrap, and Chart.js, enabling the ministry’s HR mediation services to quickly access statistics.