GIL NETO
AI Engineer & Architect
Specialized in Multi-Agent Systems, LLM Orchestration, and Scalable Product Engineering.
About
→Who are you?
I'm Gil Neto, an Developer-made-architect & AI Engineer based in Lisbon. Passionate about music, books, and technology, I am, at my core, a programmer who believes in keeping the mood light during crunch time and fostering a transparent, energetic team culture.
→What are your core specializations?
I specialize in building scalable products, with a newfound love for AI. My core focus right now is on Multi-Agent Systems, LLM Orchestration, and integration AI solutions into robust, production-ready applications.
→What's your primary tech stack?
My expertise spans across core languages (Typescript and Python) and frameworks (React, Next.js, Node.js, Flask, FastAPI), cloud infrastructure (AWS, GCP, Docker) and now AI (LangChain, Gemini).
→What kind of roles are you interested in?
I am actively seeking to explore more roles related to AI, where I can leverage both my background in software architecture and my motivation in AI, to build innovative products from the ground up.
→What is your technical philosophy?
I thrive on solving complex problems, from architecting scalable backend services to developing sophisticated AI models. I am objective-driven, aiming for high-quality standards while respecting delivery timelines, and I constantly seek new knowledge.
Experience
Lead Software Engineer
Promoted to Lead Engineer. Architected and led the development of AI-powered features, including the integration of LLM frameworks into core products. Orchestrated the transition to a microservices architecture to support scalable AI solutions.
- →Led the design and implementation of integrations with LLM frameworks (e.g., LangChain, Gemini) to enable intelligent data processing.
- →Managed and optimized high-traffic data enrichment pipelines that served as the backbone for machine learning models.
- →Architected a scalable logging and monitoring system for AI services using AWS CloudWatch and Grafana.
- →Mentored a team of developers, fostering best practices in both software and AI engineering.
Senior Software Engineer
Joined as a Senior Engineer to tackle full-stack challenges in a high-paced environment.
- →Built and maintained scalable design systems
- →Managed project lifecycles and led front-end architecture decisions
Front-end Lead Developer
Led the front-end development for Glartek's core product through multiple application iterations. Successfully created the frontend structure for the product, making a robust impression on multiple industry-leading companies.
Analyst / Consultant
Responsible for analyzing and developing features for multiple enterprise applications. Later specialized in systems administration for a major oil & gas project in Kuwait.
Technical Showcase
AI Product Validator Pipeline
Built an automated workflow using n8n that transforms raw Obsidian notes into actionable PoC plans. Orchestrated a multi-persona LLM council (Gemini) to evaluate technical feasibility and market reach, automatically generating implementation roadmaps and boilerplate bash scripts.
VoxSquare
Designed and developed a podcaster/brand social media platform using Next.js and AWS Lambda. Implemented AI-driven audience matching and real-time analytics dashboards to transparently connect advertisers with creators.
Bloodwork Analysis Engine
Developed a secure platform for analyzing bloodwork results using LLMs. Built a personalized recommendation engine for health insights and supplementation advice using a laboratory's supplement inventory.