Danish Ali

Danish Ali

NeuralShield: private AI research engine
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Danish Alistarted a discussion

The gap between local AI tools and what professionals actually need

If you have ever set up Ollama or LM Studio, you know local AI works. The models are good. The inference is fast. For developers, it is great. But hand that setup to a lawyer at a 200-person firm and ask them to analyze a contract. Or to a hospital compliance officer who needs to research HIPAA enforcement trends. It falls apart, not because the AI is bad, but because the surrounding...

Danish Alileft a comment
Private AI. Verified. On device. launching March 6th.
Tasos V
Pitch your product with max 5 words. Can you?
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Danish Alileft a comment
Launching NeuralShield on March 6th and feeling the exact same way. Solo founder, almost no social following, building something technically deep (private AI research engine) that I believe in but have no idea how it will be received. What I have learned from prepping: the maker's comment matters more than the upvotes. And genuine engagement in the community before launch day builds goodwill...
Imtiyaz
Launching on Product Hunt Next Week... and Honestly, I'm Nervous
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Trust is an architecture question, not a settings question. If your AI sends queries to a cloud server, you are trusting that company's privacy policy. If it runs on your own hardware, there is nothing to trust. The data never leaves. I have been building a local AI research tool for exactly this reason. Professionals handling confidential information cannot afford to trust cloud AI with client...
Nika
How much do you trust AI agents?
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Danish Alistarted a discussion

Hey PH! I'm Danish, building NeuralShield, a private AI research engine for professionals

Hey everyone! I'm Danish, a software engineer with an MSc from the University of Manchester. For the past 6 months I've been building NeuralShield, a desktop AI research engine for professionals who handle confidential data. The core idea: lawyers, doctors, and analysts need AI but cannot risk sending client data to cloud servers. A federal judge recently ruled that using cloud AI destroys...