DKLY BLOG
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Founder & President of Sustainable Future
Fusion (SFF) at Asia Pacific University (APU).
Pursuing a BSc (Hons) in Computer Science
with a specialism in Cyber Security.
Passionate about sustainability, innovation,
and leadership. Read more: www.dkly.net
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Ren Zhengfei isn’t just building Huawei — he’s shaping China’s scientific future. From AI to basic research, his vision blends resilience, theoretical patience, and a development model that puts society first. 🇨🇳💡

🧵 Full insights from his recent interview:
Reflecting on Ren Zhengfei’s Huawei Interview: Science, Innovation, and China’s Path Forward
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🚫 BREAKING: Maxis Malaysia is blocking .vercel.app domains.
Websites hosted on Vercel’s default domain are now inaccessible for Maxis users — DNS redirects to MCMC-redirect.maxis.com.

✅ vercel.com & custom domains are unaffected.
🔍 Only Maxis enforces this (for now).

📝 Screenshots, test results, full breakdown:
👉 https://www.dkly.top/blog/post/mcmc-blocks-vercel-app-domains-a-misguided-approach-to-web-filtering

📣 A reminder to MCMC: Block bad sites, not whole platforms.
#Vercel #Malaysia #MCMC #CyberSecurity #OpenInternet #WebDev
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APU Sustainable Future Fusion (APU SFF)

What is APU SFF?
Sustainable Future Fusion (SFF) is a student-led initiative at the Asia Pacific University of Technology & Innovation (APU) dedicated to promoting sustainability, community engagement, and innovation. APU SFF operates as a club and platform for students to drive impactful change in environmental and social spheres, aligning activities with the United Nations Sustainable Development Goals (SDGs).
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🚀 New Project: RaDUO

RaDUO (Radio Dataset Utility and Organizer) is a tool for building multilingual speech-to-text datasets from live radio broadcasts.

What it does
- 📻 Captures live radio stations across Asia, Australia, Europe & North America
- ✂️ Creates random-length speech segments, typically 20–30 seconds
- 🤖 Supports multiple STT providers, including OpenAI-compatible APIs, Qwen, ElevenLabs, Deepgram, OpenRouter & more
- 📝 Stores transcripts, language, station, regional & timing metadata
- 🔄 Supports retry, cleanup, review & export of failed/incomplete data
- 📊 Exports CSV, JSONL, Excel & Hugging Face audiofolder metadata

GUI
🖥️ Desktop GUI for managing the complete dataset workflow, including station discovery, radio sources, ASR models, fallback chains, API keys, transcript editing, statistics, retries and activity logs.

🎙️ Output: 16 kHz Mono WAV + transcripts + metadata

Built for ASR research, evaluation and model-training preparation.

🔗 Project: https://www.dkly.net/projects/9
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