AI Lab
Run my work yourself.
26 working demos of the systems I build for clients, organized by industry. Each one links back to the production case study it comes from.
No API key needed. Every demo plays recorded results instantly, and the in-browser demos run real models on your device. For live AI runs, plug in your own OpenAI or OpenRouter key: it stays in your browser for this session only, is never stored on any server (there is no server), and every request goes directly from your browser to the provider.
Retrieval & RAG
FlagshipThe 2026 RAG stack, not naive top-k: hybrid retrieval (dense + keyword), reranking and grounded answers with citations. Retrieval quality, not the model, is what makes RAG trustworthy.
Security & Safety
Defense-in-depth for LLM apps, mapped to the OWASP LLM Top 10: prompt-injection defense, PII/PHI redaction and real-time crisis detection. From my safety-critical healthcare work.
Healthcare
FlagshipMirrors my production work as sole ML engineer on a mental-health platform: clinical documentation, semantic search and real-time safety.
SOAP Note Generator
Consultation transcript in, structured clinical note out.
Open demo →Similar Transcript Finder
no key neededSemantic search over consultations: meaning, not keywords.
Open demo →AI Assistant Chatbot
One generic bot, many professions: profiles, tones, recent chats and visible context compaction.
Open demo →Safety & Crisis Detection
no key neededA tiered detection cascade with per-tier latency readouts.
Open demo →Medical Coding Copilot
Clinical note in, suggested ICD-10 and CPT codes with rationale out.
Open demo →Prior-Authorization Letter
Clinical details in, a payer-ready justification letter out.
Open demo →Discharge Summary
Admission and course details in, a structured discharge summary out.
Open demo →Documents & Language
Grounded answers, summarization, extraction and contract intelligence. Built on the systems behind my 92%-accuracy enterprise legal Q&A.
Finance & Insurance
Explainable, compliant automation for KYC, claims and reporting, with the evaluation discipline regulated buyers expect. Built on my enterprise document-processing and multi-agent reporting work.
BI Report Generator
Raw CSV numbers to an executive narrative with insights.
Open demo →Invoice → JSON
Messy invoice text to accounting-ready structured data.
Open demo →KYC Document Extractor
Onboarding documents in, structured KYC data and risk flags out.
Open demo →Insurance Claim Intake
A claim narrative in, a structured claim record and next steps out.
Open demo →Legal
Contract and research AI that cites its sources and refuses to guess. From my multi-agent legal Q&A at 92% accuracy with multi-stage verification.
Customer Experience
Support automation that deflects the routine and grounds every answer in your policy, plus QA scoring to keep quality high as volume scales.
Lead Scorer + Outreach Writer
ICP score with reasoning, then a personalized email that earns a reply.
Open demo →Policy-Grounded Support Reply
Customer message plus your policy in, an accurate on-brand reply out.
Open demo →Support Conversation QA
A support transcript in, a scored quality card with coaching out.
Open demo →Voice Support Agent
no key neededSpeak to it and it speaks back — a phone-style agent, right in your browser.
Open demo →Computer Vision
Detection and OCR running fully in your browser, no API key and no upload to any server. From my smart-surveillance research (30+ FPS on edge devices).
MLOps & Cost
The production economics behind the models: VRAM sizing, quantization and self-host-vs-API break-even. The 20% that gets attention, and the 80% that decides the bill.