Danish Ali

Danish Ali

NeuralShield: private AI research engine

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Software Engineer. MSc Manchester. Building NeuralShield, a private AI research engine for professionals.

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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 infrastructure does not exist.

That is the gap we built NeuralShield to close:

A lawyer uploads a 200-page commercial lease. NeuralShield chunks it at clause boundaries, runs hybrid retrieval, and returns an answer citing page 47, section 12.3. Not "here is what I think", here is exactly where it says it.

Danish Ali

1mo ago

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 attorney-client privilege. NeuralShield runs everything locally.
When you ask a question, it decomposes it into sub-queries, detects the professional domain, searches the web in parallel, and verifies every claim through 5 layers before the model generates anything. Every answer comes back with inline citations. All from a local model running on your own hardware.

Upload a legal contract and ask about a specific clause. Upload a medical guideline and ask about a treatment protocol. The system understands document structure and returns section-level answers.

Danish Ali

1mo ago

NeuralShield - Private AI research engine that never leaves your machine

Private AI research engine that runs entirely on your machine. No cloud, no account, no data leaves your building. Ask a question — NeuralShield decomposes it into sub-queries, searches web sources, and verifies through 5 layers before responding. Inline citations on every answer. Upload legal, medical, or financial documents and get section-level answers with 99%+ precision. 30+ models, zero vendor lock-in. Built-in QLoRA fine tuning on your data. Windows, Mac, Linux. Free tier available.
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