Lin, Jia-Ren (Jason Lin)
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My Project Portfolio

Here are some of my most representative projects. Click any card to view the full story, architecture, and my contribution.

2025-08
Real Talka: Enterprise AI Voice Sales Assistant
Award
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Real Talka: Enterprise AI Voice Sales Assistant

Aug 2025 – Present
Taipei Youth Bureau 2025 Public Policy Award

A multi-tenant B2B SaaS platform that brings AI agents into voice-based sales calls, combining speech, knowledge management, and omnichannel delivery.

PythonFastAPIPostgreSQLWebRTCSIPLLM API+3
2025-05
Voice bear: Hybrid On-Device Speech Recognition
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Voice bear: Hybrid On-Device Speech Recognition

May 2025 – Jul 2025

Built a CoreML encoder + GGML decoder pipeline for the Breeze-ASR-25 model to deliver low-latency, Taiwan-accent optimized speech recognition on Apple Silicon.

PythonCoreMLGGMLMetalApple Neural EngineWhisper.cpp+2
2024
Lumacool Delivery: Self-Managed Food Delivery Ecosystem

Lumacool Delivery: Self-Managed Food Delivery Ecosystem

Independently developed food delivery platform to solve high commission fees and data opacity issues from mainstream platforms, empowering merchants with cost reduction and marketing autonomy.

PythonFastAPIReactNext.jsTypeScriptPydantic+5
2023
Meowda: AI-Powered Houtong Cat Village Map Navigation and Story Interaction System
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Meowda: AI-Powered Houtong Cat Village Map Navigation and Story Interaction System

Led a team to develop a LINE chatbot that uses AI to identify specific cats in Houtong, combining storytelling with gamified mapping to enhance visitor interaction.

PythonFlaskFastAPIYOLOv7DockerGoogle Cloud Run+3
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