Open to opportunities

fares sambaa

@faressambaa

Message

AI developer building practical LLM-powered applications for construction tech and automation.

Kenya

Message

What I'm looking for

I seek a role building and scaling LLM-powered products, ideally in a collaborative, growth-oriented team where I can lead AI integration, improve reliability, and help monetize AI features.

I am an AI developer focused on building intelligent applications with LLMs, Langflow, and Firebase that solve real-world problems. I design and deploy end-to-end solutions that emphasize accuracy, scalability, and user experience.

My recent work includes a construction project tracker that auto-generates daily site reports from voice and photo inputs, integrates RAG to reduce hallucinations by ~70%, and supports real-time collaboration using Firebase services.

I architect cloud-native systems using Firebase Authentication, Firestore, Cloud Functions, and CI/CD on GCP, and I iterate rapidly with user interviews to validate monetization strategies such as tiered SaaS pricing and AI feature add-ons.

I hold certifications in AI Agents Fundamentals (Hugging Face) and Introduction to Generative AI (Google Cloud), and I continuously refine prompt engineering, fine-tuning, and deployment practices to deliver reliable, production-ready AI products.

Experience

Work history, roles, and key accomplishments

Current

AI Developer

Current

Freelance / Personal Projects

Mar 2025 - Present (1 year 3 months)

Built AI-powered construction project tracking application using Langflow and Firebase, implementing RAG to reduce LLM hallucinations ~70% and enabling real-time collaboration for field teams; explored and validated SaaS monetization strategies.

LLM RAG Firebase Python React Google Cloud Platform Prompt Engineering