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Jefritz Andrade

@jefritzandrade

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AI Specialist building LLM & RAG applications, multi-agent systems, and edge computer vision.

Philippines

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What I'm looking for

I’m looking to move fully into an AI-focused engineering or solutions role—building production LLM apps with RAG, multi-agent orchestration, and edge/computer-vision pipelines. I want to ship reliable, evaluated systems that cut manual work and costs.

I’m a BSIT graduate and AI Specialist who builds real LLM applications, including retrieval-augmented generation (RAG) systems, multi-agent setups, and computer-vision pipelines. I combine hands-on engineering (Python, vector databases, local LLM deployment, edge AI) with five years in SEO and digital marketing—so I can turn AI tools into results a business actually feels.

In my recent role as an AI Specialist at EcomSEO, I built and operated a production Pinterest automation platform and developed an LLM-powered on-page SEO chatbot to accelerate routine audit and optimization work. Through projects like a local-first RAG system (offline via Ollama, hybrid retrieval fused in Qdrant, and a LangGraph critic loop) and multi-agent “Mother” orchestration, I focus on reliable retrieval, evaluation, and cost-aware deployment—often cutting API costs up to 80%.

Experience

Work history, roles, and key accomplishments

AI Specialist (LLM & SEO)

EcomSEO

Jan 2025 - Jan 2026 (1 year)

Built and operated a Pinterest automation platform on n8n, Supabase, and Node.js, managing 40+ accounts across 20+ niches and generating ~3,600 approved pins/month via API. Developed an LLM-powered SEO chatbot and AI-driven ecommerce SEO workflows that reduced manual research and reporting time.

N8n Supabase Node.Js Development Pinterest API Automation AI Workflow Automation E commerce SEO Content Optimization SEO Reporting

SEO Specialist

Mint Marketing

Oct 2024 - Feb 2025 (4 months)

Drove organic traffic growth and improved search rankings through keyword research and on-page/off-page optimization. Implemented technical SEO fixes and used data analysis to refine strategy and deliver measurable results.

Keyword Research On Page SEO Off Page SEO Technical SEO SEO Analytics Data Analysis Content Optimization

SEO Analyst

Proweaver

Jan 2021 - Jan 2024 (3 years)

Audited and optimized client websites to improve crawlability, page rankings, and organic traffic. Implemented on-page and layout changes, researched target keywords, and tracked performance to maximize site visibility.

On Page SEO Keyword Research Performance Tracking Search Ranking Improvement

Customer Service Rep

Qualfon, Inc.

Mar 2020 - Jan 2021 (10 months)

Diagnosed and resolved software and hardware issues for users, including programming and connectivity troubleshooting. Applied structured troubleshooting and clear communication to resolve problems and maintain customer satisfaction.

Technical Troubleshooting Customer Support Hardware Issue Resolution Communication