Been working with software systems for more than 10 years, mostly around backend, cloud, AI, automation, and product development. One thing I’ve learned, knowing a programming language alone usually isn’t enough. The harder part is understanding the actual business. How to automate work that’s still manual. Connect systems that don’t work well together. Build AI into real workflows. Keep the backend stable when usage grows. Deal with data scattered across different tools. These are the kinds of problems I’ve spent a lot of time working on here in Japan. But I’m curious about the US side. For people running companies in the US, what technical skills are becoming difficult to find? And what skills do you think companies will need more of over the next few years?

Hello. I am a full-stack developer specializing in AI automation, agent development, and model development. I am proficient in voice AI, various LLMs, and TTS development. In particular, I can handle the entire software development process, including Web3 integration, third-party API integration, AWS, and product launches. I possess significant experience in various specialized fields, such as internal API testing using SwaggerUI, web or mobile app version management via GitHub, and DNS. If my expertise aligns with your project, please feel free to contact me at any time.

I’m back after finishing my exams, almost 2 months later. I need some honest advice from people here. Are AI voice agents actually useful for the real estate industry? I recently built an AI voice agent for a large European healthcare group. It is now in production and handling 600+ calls per day in 2 regions. Now I want to niche down and focus on real estate in the USA. The problem I’m looking at is simple: Real estate agents and teams miss calls, respond late, and lose leads because of slow follow-up. Do you think this is a real enough problem to go all-in on? I’ve already rebranded my LinkedIn around real estate AI voice agents and started outreach mainly through LinkedIn. I also thought about HVAC, but there are fewer HVAC owners active on LinkedIn, so that may need cold calling, which I’m avoiding for now. Would love to hear your thoughts. Is real estate a good niche for AI voice agents, or should I look at another industry?

I’m looking for a reliable U.S.-based partner to help me with my development projects. Requirements: - Currently living in the U.S. - 18 years or older - Own computer preferred - Able to dedicate around 1–2 hours per day I’m an AI engineer working on AI training platforms such as AfterQuery, Outlier, and Handshake, and I’ve built a strong track record of generating revenue through these platforms. For the right person, I can offer either a fixed monthly payment or a percentage of the earnings, depending on your preference. To start, I can offer **$100 per month for around 1–2 hours of work per day**, with the intention of increasing the compensation as the projects begin generating more revenue. I’m specifically looking for someone based in the U.S. because I need support with work related to the U.S. market. My current partner is unfortunately unable to continue helping due to health issues, so I’m looking for someone dependable who can step in and work with me long-term. If you’re interested or would like to learn more, please send me a DM.

I’ve a question. Mostly businesses don’t want to buy a twilio number for Voice Agents. They want to use their current/existing number. What’s the solution?