Looking for a job

Jake Bajenting

@jakebajenting

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I build AI-powered applications, RAG systems, and full-stack tools that turn data into useful decisions.

Philippines

Message

What I'm looking for

I'm looking to build practical AI and full-stack products, especially systems that turn company knowledge and data into useful user experiences.

I'm building AI-powered shipping tools at Worldwide Shipping and Logistics, including a proprietary assistant that uses LangChain and retrieval-augmented generation to answer questions from internal knowledge and documentation.

I engineered its ingestion and retrieval pipeline with chunked documents, vector embeddings, Pinecone, and Voyage AI, and built LLM tool-calling workflows connected to backend APIs for transactional and customer-support operations.

Previously, I improved search, filtering, API testing, and Figma-based interfaces as a Full Stack Developer Volunteer with AI Pilipinas Cebu Chapter. I also built ANICore, a cross-platform farming app with crop forecasting, image-based disease detection, PostgreSQL, Flask, React Native, and Google Cloud Platform.

Experience

Work history, roles, and key accomplishments

Current

AI/Data Science Intern

Current

Worldwide Shipping and Logistics

Jul 2026 - Present (2 months)

Developed a proprietary AI-powered shipping assistant using LangChain and RAG, and engineered a RAG ingestion and retrieval pipeline with Pinecone and Voyage AI. Built LLM chains and tool-calling workflows integrated with backend APIs, and implemented conversational AI components including intent classification and prompt engineering.

Lang Chain RAG Pinecone Voyage AI LLM Prompt Engineering Intent Classification Entity Extraction API Integration Python

Full Stack Developer Volunteer

AI Pilipinas Cebu Chapter

Aug 2024 - Jan 2025 (5 months)

Enhanced search functionality and filtering with dynamic queries and state management, using Sequelize, Postgres, and Express.js. Integrated UI/UX designs from Figma into functional interfaces and conducted comprehensive testing of API endpoints using Postman.

Sequelize PostgreSQL ExpressJS Figma Postman API Testing JavaScript State Management