梁民志 Renaldi

Feb 2025 - Present
Taipei, Taiwan

Web Crawling Intern | 網路爬蟲實習生

LargitData | 大數軟體有限公司

• Various web crawling through BS4 for RAG and Social Network Analysis
• Data ETL

Jun 2024 - Feb 2025
Taipei, Taiwan

AI Application Intern

Crypto Arsenal | 奇策智能雲端股份有限公司

• Developed an end-to-end RAG pipeline for a multi-agent Generative AI chatbot
• Built and integrated key components, including LLM and pipeline using LangGraph, LangChain, ChromaDB
• Leveraged OpenAI, Ollama, and AWS Bedrock as the core
• Novel multi-agentic approach, resulting in seamless and contextually relevant responses

Jul 2024 - Jan 2025
Taipei, Taiwan

Deep Learning Intern | 深度學習實習生

B. D. Mobile | 巨量移動科技有限公司

• Generative deep learning for medical purposes: GAN, Diffusion Model, etc.
• Built, maintained, and made the SOP for a medical database in MySQL from scratch

January 2023 - February 2024
Indonesia

Costing and Material | 報價用量

翔鑫堡工業股份有限公司 (Adidas ODM)

Focus on Product Development Department (開發/量化部)

• Managed end-to-end material assessment of 100+ articles and 40+ models per season
• Achieved target FOB (TFOB) while maximizing product profitability
• Developed and led production automation projects to increase product net profit margin (NPM) by at least 20% per model
• Ensured smooth project transfer from Development to Production stage
  
  

August 2021 - January 2023
Indonesia

Production Project Manager (Centralized)

翔鑫堡工業股份有限公司 (Adidas ODM)

Focus on Production Department (生產中心)

• Handled projects in centralized areas of 2 Production buildings with a monthly capacity of 500,000 pairs and 120 employees
• Developed and led inter-department cost reduction projects through digitalization and optimized process flow, starting with material preparation, process, distribution, and replenishment. Reducing total Production material replenishment from 0.35% of weekly Freight-on-Board (FOB) value to 0.03% in 4 months
• Implemented continuous Lean, 6S, Kaizen, JIT, ERCS, and Automation system in Production to eliminate waste and streamline production flow
• Awarded 5 monthly and 2 semiannual Kaizen awards focusing on cost reduction and process efficiency

December 2019 - August 2021
Taipei, Taiwan

Research Assistant

工研院 (ITRI)

• ITRI is one of Taiwan’s leading research institutions. Worked in the ISTI (Industry, Science, and Technology International Strategy Center - 產科國際所) office of ITRI. Researching the economy, industry, and policy of Indonesia.
• Major Projects: Omnibus Law on Job Creation, COVID-19 Impacts on Key Industries, Smart City Initiatives, Investment and Industrial Regulations Analysis, and Industrial Parks Report