Case studies
Projects
Discovering Market Edges With LLM Reasoning
Weekly price sessions compress into structural edges through reasoning layers, rolling into quarterly playbooks with cross-validated winrates included.
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Automating a Company With AI Agent Swarms
One prompt spins up agents handling engineering, security, and growth through a single gateway, so the founder reviews output instead of managing process.
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License Plate Detection and OCR Pipeline
Plates get located in local images, then read region by region with parallel workers returning text, confidence, and boxes while footage stays on the host.
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A Face Analytics Pipeline for Any Workload
One local call counts, describes, and enrolls faces, then compares 128-float embeddings with cosine and euclidean scoring plus liveness verdicts attached.
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Building a Web UI for HTTP Proxy Debugging
Capture, intercept, edit, and replay every request from one browser tab, where a built-in repeater fires modified calls without leaving the inspector view.
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Binding Auth Tokens to Client Secrets Securely
Every token binds to a client secret through a challenge-response proof, so a stolen credential turns into dead weight and replay windows finally close.
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