|specializing in LLM Orchestration & No-Code AI

AI Engineer with 2+ years of experience in machine learning and production systems. Specializing in NLP, audio agents, and low-code/no-code automation with n8n. Active Omdena AI contributor and passionate open-source creator.

🎯
2+
Years of AI Experience
🚀
8+
AI Systems Built
💪
100%
Solo Projects
Full
Tech Stack
Jacob Rafal
🤖

Featured Projects

AI systems I've architected and deployed, showcasing expertise in LLMs, computer vision, and automation

🎙️

Tapat - AI Audio Agent for Philippine Elections

Built an LLM-powered audio agent with real-time conversation capabilities. Demonstrates RAG implementation, prompt engineering, and production FastAPI deployment.

WhisperGPT-4FastAPILangChain
latency:<2s response
languages:Multilingual
deployment:Production

n8n Workflow Orchestration Platform

Designed and deployed 20+ enterprise automation workflows using n8n. Integrated LLMs, APIs, and databases for no-code AI solutions.

n8nLangChainPostgreSQLAPIs
workflows:20+ built
efficiency:60% faster
integrations:15+ services
🏗️

Athena - Spatial AI Analysis Platform

Computer vision system leveraging SLAM3R for 3D point cloud generation and SpatialLM for spatial analysis. Creates interactive 2D/3D floorplans with AI-powered assessments.

SLAM3RSpatialLMGradioComputer Vision
processing:Video → 3D
analysis:Risk + Design
interface:Interactive

Technical Expertise

Specialized in GenAI, LLM orchestration, and no-code automation with production-ready implementations

🔗LangChain
90%
📚RAG Systems
88%
✍️Prompt Engineering
92%
👥Multi-Agent Systems
85%
⚙️LLM Fine-tuning
80%
📊Vector Embeddings
87%

Achievements & Recognition

🏆

Omdena AI Contributor

Omdena2024

Active contributor to global AI projects

🎯

AI Project Portfolio

Self-Built2024

8+ production AI systems deployed

n8n Workflow Expert

Sevron Ltd2024

Enterprise automation specialist

Additional Tools & Technologies

Extended toolkit for comprehensive AI solutions

DockerGitAWSRailwaySLAM3RSpatialLMQdrantMatplotlibGradioPoint CloudsCrewAIAutoGenLangFlowGoogle GeminiSupabase

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