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About Me

I'm Isragel Andres, an AI Specialist based in Baguio, Philippines. I help companies automate processes and implement AI systems that deliver measurable business impact.

My approach is pragmatic: start small, prove value quickly, then scale what works. I've built RAG systems that deflected 45% of support tickets, email agents that saved SDRs 70% of their time, and automation workflows that cut response times by 85%.

I specialize in the intersection of AI and automation—using LLMs, vector databases, and workflow tools to solve real business problems. Not just demos or POCs, but production systems that teams rely on daily.

Skills & Expertise

AI & Machine Learning

RAG (Retrieval-Augmented Generation) OpenAI API & GPT Models LangChain & LangGraph Vector Databases (Pinecone, Weaviate) Prompt Engineering AI Agents & Function Calling

Automation & Workflows

n8n Workflow Automation Zapier & Make.com API Integration Webhook Orchestration ETL Pipelines Process Optimization

Development

TypeScript & JavaScript Python (FastAPI, Flask) Node.js & Express React & Next.js Astro SQL & NoSQL Databases

Tools & Platforms

Playwright (Web Scraping) SendGrid & Resend HubSpot & CRM APIs Slack API Airtable & Notion Git & CI/CD

Experience

2024 (Current)

AI Specialist & Automation Engineer

Freelance

Building production RAG systems, AI agents, and workflow automation for B2B SaaS companies. Delivered 70% time savings and 45% ticket deflection across multiple projects.

2023

Full Stack Developer & AI Engineer

Previous Role

Developed web applications with AI integration, implemented LLM-powered features, and automated business processes using n8n and custom Python solutions.

2022

Software Developer

Early Career

Built full-stack web applications, worked with APIs, databases, and modern JavaScript frameworks. Gained foundation in software engineering best practices.

How I Work

Measurable Impact

Every project should deliver quantifiable business value. I focus on outcomes, not just outputs.

Pragmatic Solutions

Simple solutions that work beat complex ones that don't. I prioritize shipping over perfection.

Transparent Communication

Clear expectations, regular updates, and honest assessments. No surprises, no overpromising.

Let's Work Together

Interested in AI automation for your business?