About Geoffrey
French
Native or bilingual
English
Conversational
Experience
- Projet entrepreneurial — R&D produitFull-stack Designer & Developer — AI SaaS ApplicationSOFTWARE PUBLISHINGMay 2026 - May 2026End-to-end design and development of a web SaaS application for assisted generation of long, structured documents using the latest generation large language models.Stack: Next.js 16 (App Router, React 19), TypeScript, Tailwind CSS, shadcn/ui, Drizzle ORM + SQLite, AI SDK (Vercel) with multi-provider integration (Anthropic Claude + OpenAI GPT, chosen per project).Key Features:- Multi-stage generation pipeline with strict Zod validation of LLM structured outputs- Real-time client-side JSON streaming (streamObject + useObject), tolerant to partial errors- Multi-format export: native PDF (Chromium headless, 3 layouts), handwritten DOCX, EPUB, responsive HTML, Markdown — complete French typography (guillemets, non-breaking spaces, italics)- Versioned system per artifact, restoration, comparison- Inline manual editing + "2nd draft" zone (AI version vs. revised version) with selective export- Versioned prompts engineering and cost logging per callProduct work: architecture, DB schemas, prompt engineering, LLM integration, UX design, design system, exports.
- IndépendantDesign and Development of a B2C Mobile Application with Conversational AISOFTWARE PUBLISHINGApril 2026 - April 2026Stack and achievements:- React Native + Expo SDK 54, strict TypeScript, Expo Router v6, native dark mode.- Supabase Backend: PostgreSQL schema (20+ tables), versioned migrations, owner-based Row Level Security, triggers, constraints, indexing.- Email/password authentication, persistent sessions, AppState refresh, multi-step onboarding.- Anthropic Claude API via Deno Edge Functions: structured daily digest (JSON), multi-turn contextual chat, document generation, file classification. Enriched prompts (profile, memories, calendar, holidays, relationships) with orchestration rules and guardrails.- End-to-end client-side encryption (scrypt + tweetnacl secretbox), keys in expo-secure-store.- Calendar: events, recurring slots with holiday breaks, automatic school holidays by zone (data.gouv.fr + geoloc + reverse-geocoding), public holidays (Butcher), saints of the day, mobile civil holidays.- Native import of .ics from third-party apps (iOS deep linking + Android intent filters), photos/PDFs, ready-to-send documents.- Performance: paginated FlatList carousels, windowed fetching, useMemo/useRef for callback stability, pinch-to-zoom.- Security: strict exclusion of health data from AI context, client/server separation, secrets in env, RLS on all requests.Product developed autonomously: product, design, dev, ops, Supabase go-live, Expo / EAS deployment.
- Projet entrepreneurial — R&D produitLead Full-stack Engineer — Data-Intensive Web PlatformMarch 2026 - March 2026End-to-end design and development of a data-intensive web platform combining multi-source ingestion, advanced heuristic parsing, real-time scoring, and a polished product UI.- Architecture & Stack: Next.js 16 (App Router) + TypeScript, Tailwind CSS v4, Supabase (Postgres + Row Level Security + Auth magic link), Vercel Functions (Fluid Compute) + Cron Jobs deployment.- Data Pipelines: connectors to ~6 external sources (official REST APIs + resilient HTML scraping with anti-bot bypasses for protected sources), normalization and deduplication via composite keys, business indicator calculation in PostgreSQL views.- Parsing & Quality: entity extraction engine based on contextual regex + business dictionaries, fraud detection (keyword stuffing, clones, price anomalies) with configurable sanity checks per category, status classification with multipliers.- Scoring & Product UX: complete cost model (platform fees, inbound/outbound port, variable fees per source), weighted score 0-100, filterable dashboards, live fuzzy search, on-demand scan, visual decision-support badges.- Security & Rigor: Postgres RLS, secrets in environment variables, never client-side service-role, versioned migrations, integration tests on critical functions.Personal project led solo, from ideation to operation, with a strong focus on data reliability and UX.
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