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Portfolio 2026
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Ian KimBackend Developer
All Projects
IK.
Backend Developer·2025

AMP Collaboration Recommendation System

System that recommends companies with high collaboration potential based on AMP alumni company information and automatically generates collaboration proposals

KotlinSpring Boot 3PineconeOpenAI API

Project Details

01

Overview

System that recommends companies with high collaboration potential based on AMP alumni company information and automatically generates collaboration proposals

02

Highlights

Vector Search

Collaboration recommendation algorithm using Pinecone + cosine similarity

LLM Integration

Auto-generated collaboration proposals using OpenAI API

Data Modeling

Schema design for alumni company info, matching results, and collaboration records

API Development

Company info CRUD, recommendation results, proposal generation REST API

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Service to save and share travel photos in journey order

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System that automates document approval process by integrating RPA with server for approval requests, processing, and document number issuance