Elie Bismuth
Senior Freelance Fullstack & AI | Startups
Paris, France

Professional Summary
I build AI products for startups, from prototype to product-market fit. 7 years in startups, specialized in shipping AI/LLM to production: RAG, prompt engineering, AI agents. End-to-end TypeScript stack (React/Next.js, Node.js/NestJS, PostgreSQL/MongoDB, GraphQL, AWS).
Technical Skills
Frontend
Backend
AI / LLM
Infrastructure
Professional Experience
Doctrine
May 2024 — PresentFullstack Engineer React | Node · Paris, France
Legal intelligence platform (1M+ monthly users, 20,000+ professional clients). Joined to build Flow Counsel, a new AI-powered contract analysis product, from day one.
- Built the entire fullstack web layer (frontend, backend, database, indexing) within a 9-person team, and contributed to AI/RAG services
- Involved in product design from start to finish: ideation, iterations with beta testers, production launch
- Built AI features (contract analysis, inconsistency detection, legal recommendations) with LLMs and RAG architecture
- Built a production RAG pipeline with multi-source retrieval, semantic reranking and prompt engineering
- Async architecture with SQS to handle analysis workload in parallel
- Set up monitoring and observability (Datadog, structured logs, alerts)
- Migrated sensitive data to a dedicated database for compliance and performance
Tech stack: TypeScript, Next.js, NestJS, Python, PostgreSQL, ElasticSearch, Docker, Terraform, Kubernetes, AWS, Datadog
Topo.io (YC W24)
Mar 2023 — Apr 2024Fullstack Engineer React | Node · Paris, France
Collaborative workspace for B2B sales teams (YC W24). Joined at MVP stage and contributed through to production launch.
- Built collaboration tools, risk scoring and analytics for B2B sales teams
- Designed the GraphQL APIs with NestJS and Prisma
- Product and technical decisions made alongside founders
Tech stack: TypeScript, Node.js, NestJS, Prisma, GraphQL, PostgreSQL, React, Next.js, Turborepo, Jest
HireSweet
Sep 2021 — Mar 2023Fullstack Engineer React | Node · Paris, France
Recruitment SaaS platform (Discover: qualified candidate marketplace, Reveal: ATS). Developed features for the main platform and internal tools.
- Developed and maintained the SaaS platform used daily by 300+ recruiting clients
- Built end-to-end features (workflows, dynamic variables, Chrome extension)
- Built internal tools for Sales and Operations teams, reducing processing time by 50%
- Cross-cutting work: data engineering, algorithms, backend/frontend architecture
Tech stack: TypeScript, Node.js, MongoDB, Apollo, GraphQL, React, Jest, Sentry
Breakpoint, Accenture, Senzo, Meshectares, OTO, J3C
2017 — 2021Fullstack Developer — Work-Study & Internships · Paris, France
Various work-study and internship missions: web application development, internal tools, CRM, process automation. Environments: startups, digital agencies, large corporations (Accenture/CAF/Crédit Agricole).
- Full-stack web application development (React, Node.js, PHP/Symfony)
- Designed and built internal CRMs and business tools
- Recruitment process automation (Breakpoint Technology)
- Enterprise missions: family benefits system redesign (CAF), internal tools (Crédit Agricole, Accenture)
Tech stack: React, Node.js, NestJS, PHP, Symfony, PostgreSQL, MongoDB, Docker, Java, Spring Boot
References
Robin Choy
Founder | Investor at Batch Ventures, Batch Ventures
Dan Elkaïm
Co-founder & CEO @Topo — AI Agents for Outbound Sales — YC, Topo
Robin Philibert
Co-Founder & COO @Topo (YC W24) — AI Agent for Outbound, Topo
Paul Bachelier
Co-founder & CEO @ HireSweet, HireSweet
Aida Khalfallah
Software Engineer | Product Manager, Breakpoint Technology