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Elie Bismuth

Senior Freelance Fullstack & AI | Startups

Paris, France

Elie Bismuth

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

TypeScriptReactNext.jsGraphQLTailwindCSS

Backend

Node.jsNestJSPostgreSQLMongoDBElasticSearchRedisSQS

AI / LLM

OpenAIAnthropic ClaudeRAG & EmbeddingsPrompt EngineeringLangChainCrewAILLM Observability

Infrastructure

AWSDockerDatadogSentry

Professional Experience

DoctrineDoctrine

May 2024 — Present

Fullstack 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)Topo.io (YC W24)

Mar 2023 — Apr 2024

Fullstack 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

HireSweetHireSweet

Sep 2021 — Mar 2023

Fullstack 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 — 2021

Fullstack 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