Skill Assessments This user has not passed any tests yet Languages English - Fluent French - Native or Bilingual Spanish - Fluent People also viewed * [![Flavio Santos](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/07/avatar_71969_1784771116.jpg) Flavio Santos Full Stack Developer](https://jobicy.com/u/id71969.md) * [![Felipe Yabiko](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/07/avatar_71943_1784757017.jpg) Felipe Yabiko Software Engineering Intern](https://jobicy.com/u/id71943.md) * [![Sebastian Guevara](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/07/avatar_71854_1784726978.jpg) Sebastian Guevara Full-Stack Engineer](https://jobicy.com/u/id71854.md) * [![Hugo Zibetti](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/07/avatar_71851_1784722983.jpg) Hugo Zibetti Junior Full Stack Developer](https://jobicy.com/u/id71851.md) * [![Cristobal Arellano](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/07/avatar_71833_1784720988.jpg) Cristobal Arellano Senior Full-Stack .NET Developer](https://jobicy.com/u/id71833.md) * [![Miguel Antonio Rojas Martinez](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/07/avatar_71840_1784718302.jpg) Miguel Antonio Rojas Martinez Python Developer / MQL5 Developer / Quant Trader](https://jobicy.com/u/id71840.md) * [![Ananiya Fekede](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/07/avatar_71829_1784714313.jpg) Ananiya Fekede Full-Stack Developer & AI Automation Engineer](https://jobicy.com/u/id71829.md) * [![Siddhant Surwade](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/07/avatar_71808_1784705614.jpg) Siddhant Surwade Frontend Developer](https://jobicy.com/u/id71808.md) [All talent ↗](https://jobicy.com/talent.md) * [Overview](#overview) * [Portfolio](#portfolio) * [Services](#services) ## About Me I am a GenAI Engineer with 3 years of experience shipping production large language model systems across finance, healthcare, and sales. I focus on retrieval augmented generation, agentic workflows, multi-agent orchestration, and building reliable AI systems that can move from prototype to production. My work spans the full stack of GenAI delivery, from data preparation and embeddings to guardrails, evaluation, and client-facing implementation. I have worked with Python, TypeScript, Node.js, LangChain, LangGraph, FastAPI, PostgreSQL, and pgvector to build practical AI products and internal automation. I have also led and founded AI-driven delivery processes in a digital marketing agency, where I helped turn manual workflows into scalable systems. I am open to remote opportunities and interested in roles where I can build robust LLM applications, AI agents, and production-grade automation systems. ## Skills ### [Python](https://jobicy.com/talent/python.md)[JavaScript](https://jobicy.com/talent/javascript.md)[TypeScript](https://jobicy.com/talent/typescript.md)[PostgreSQL](https://jobicy.com/talent/postgresql.md)[Financial Analysis](https://jobicy.com/talent/financial-analysis.md)[Copywriting](https://jobicy.com/talent/copywriting.md)[Sales Operations](https://jobicy.com/talent/sales-operations.md)[fastAPI](https://jobicy.com/talent/fastapi.md)[Prompt Engineering](https://jobicy.com/talent/prompt-engineering.md)[GuardRails](https://jobicy.com/talent/guardrails.md)[Embeddings](https://jobicy.com/talent/embeddings.md)[Campaign Delivery](https://jobicy.com/talent/campaign-delivery.md)[Model Context Protocol](https://jobicy.com/talent/model-context-protocol.md)[RAG](https://jobicy.com/talent/rag.md) ## Tech Stack & Tools ### Data Stores [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/postgresql/postgresql-original.svg) PostgreSQL](https://jobicy.com/talent?tool=postgresql.md) ### Development [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/git/git-original.svg) Git](https://jobicy.com/talent?tool=git.md) ### Languages & Frameworks [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/fastapi/fastapi-original.svg) FastAPI](https://jobicy.com/talent?tool=fastapi.md) ## Experience GenAI Engineer @ FTMO / Quant Trading 2025 - Present Engineered an agentic AI over a proprietary knowledge base with adaptive RAG, financial embeddings, and real-time query optimization for autonomous decisions on live data. Built a code-based validation pipeline between reasoning and execution, added cascading risk guardrails, and implemented a self-improvement loop. GenAI Engineer @ Dow Jones 2024 - 2025 Automated a pre-market briefing that reduced daily research time from almost three hours to under five minutes. Orchestrated media, economic releases, market positioning, and synthesis with source-failure resilience, structured scoring, and confidence handling. Founder & Generative AI Lead @ Shark Agency Dec 2022 - Dec 2023 Integrated LLM-based automation into digital marketing delivery processes, making the agency more scalable and less dependent on manual work. Built practical AI workflows for content, copy, and campaign delivery. ## Education No education data available. This professional hasn’t added portfolio projects yet. This professional hasn’t listed any services yet.