Hello everyone. My name is Chong Zi Xuan and senior full stack ai engineer. I am looking for business partner based on assia(Japan, Vietnam, Taiwan). We'll work together to generate revenue, and you'll receive a portion of that revenue monthly. Let's discuss the details via DM. If you're interested, please send me a DM.

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Hello everyone. I'd like to share a few of my thoughts on developing a voice AI platform. Developing a voice AI platform is hard because it combines AI, real-time systems, and user experience into one product. The main challenges usually fall into these areas: 1. Speech recognition accuracy in the real world Voice AI works well in demos, but real users speak with accents, background noise, interruptions, and unclear phrasing. Handling noisy audio, overlapping speech, and edge cases is much harder than clean test data. 2. Latency and real-time performance Users expect voice interactions to feel natural. Even a 1–2 second delay breaks the experience. This means optimizing: - Audio streaming - Model inference speed - Network round trips Balancing speed vs. accuracy is a constant tradeoff. 3. Context and conversation management Voice isn’t just transcription. The system needs to: - Remember prior turns - Handle corrections (“no, I meant yesterday”) - Know when to ask follow-up questions Maintaining state across a conversation is more complex than single-shot text prompts. 4. Cost control at scale Voice is expensive: - Continuous audio streaming - STT + LLM + TTS pipelines - Long sessions with idle time Without batching, caching, or strict limits, inference costs grow faster than revenue. 5. Natural and trustworthy speech output Text-to-speech must sound: - Natural (not robotic) - Consistent (same voice, same tone) - Appropriate for the use case (support, sales, healthcare, etc.) Small voice issues can quickly destroy user trust.

Hey everyone, Over the past few months, we’ve been working on something interesting around Voice AI,exploring how it can make everyday business communication simpler and more efficient. We recently shared a short video explaining how our platform works and how it helps manage real conversations using AI, without losing the human touch. I’d really appreciate it if some of you could take a look and share your honest thoughts or suggestions on it. Your feedback would mean a lot, especially since many of you have experience in tech, communication, or product design. It’ll really help us refine things further. Thanks in advance for taking the time 🙏