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1 contribution to AI Music Production Manager
I'm a senior AI developer
I’m an experienced AI developer who focuses on building practical, production-ready solutions, not just demos that look good on paper. I’ve worked on things like: -Custom AI agents & assistants -LLM integrations (OpenAI, Claude, open-source models) -Automation pipelines & AI-powered tools -Backend + API integrations to make AI actually usable in real products I care a lot about clear communication, fast iteration, and delivering something that genuinely helps your business — not overengineering or buzzwords. I’m happy to suggest better approaches if I see one, and I keep things transparent so there are no surprises. If you already have a clear plan, I can execute quickly. Happy to jump on a quick chat to see if we’re a good fit. Looking forward to working together!
0 likes • Mar 12
@Sasha Smith oh, cool I can help you!
0 likes • 29d
@Sasha Smith 1. Core generation layer — music planning, structure, tokens/events, code/audio transforms 2. Style/persona layer — optional, swappable, non-critical 3. Guardrails layer — separate from creativity 4. UI/session memory layer — separate from model behavior 5. Post-processing/visualizer layer — downstream, not controlling core inference So: probably worth salvaging, but more as a reference module library than as a mounted intact brain.
1-1 of 1
Max Allen
1
2points to level up
@max-allen-2408
I'm a senior AI and full stack developer

Active 10h ago
Joined Feb 9, 2026
Singapore