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SUSINIDU LABS // CONTINUOUS R&D

Susinidu Labs

Our sandbox for exploring clinical rubric intelligence, acoustic phoneme blendshapes, low-resource speech synthesis, and high-density vector dynamics. Proof before claims.

ACTIVE LAB DEMO // EVAL-04
Demo Engine:
Clinical Scenario:
Rubric-Aligned Score: 7.2 / 10|Evidence-Linked
Scrub timeline or select criteria to inspect evidence extraction.
Clinical Evaluation Pipeline ArchitectureCandidate Voice → Evidence-Linked Scoring
1. Candidate Voice
2. Transcript
3. Segmentation
4. Evidence Extraction
5. Rubric Mapping
6. Criterion Reasoning
7. Score & Feedback
Patient Communication & History Thoroughness
5 Criteria Evaluated
Extracted Clinical Evidence[00:15]
"Good morning, I'm Dr. Patel, one of the medical registrars on duty today."
AI-Assisted Assessment7.2 / 10
Rubric-Aligned
Actionable Feedback

After explaining investigative options, explicitly verify patient comprehension before moving to the prescribing plan. Example: 'Before we discuss immediate treatments, what questions do you have about what I've shared so far?'

Cross-Domain Generalization: Clinical OSCE, Dental ORE, Nursing OSCE, Medical Interviews, and Professional Oral Examinations.
Focus: AI evaluation system analyzing spoken clinical interactions against structured examination rubrics, producing evidence-linked scoring, competency assessment, and targeted feedback.
Tech Stack:Conversation SegmentationEvidence ExtractionRubric MappingReasoning Graph

Experiment Directory

7 technical tracks separating commercial products from foundational research

7 Cataloged Technical Tracks
01VOICE-01
Active Research

Sinhala Speech & Voice Intelligence

Phonetic mapping, acoustic formant synthesis, and neural vocoders for low-resource conversational Sinhala synthesis.

Built with:
Web Audio APIPhoneme DictFormant SynthesizerFFT Analyzer
02AGENT-02
Production Engine

Autonomous Multi-Agent Systems

Collaborative agent loops for autonomous content curation, cross-lingual translation, fact verification, and real-time state dispatch.

Built with:
Multi-Agent LoopLangChainSinhala NLPEdge Workers
03ACTOR-03
Production Engine

Conversational AI Simulation Actors

Symptom state machines with variable patient compliance, emotional hesitation, and dynamic clinical history disclosure.

Built with:
LLM Prompt GraphWebSocketsVoice Activity DetectionNext.js
04EVAL-04
Active Research

Clinical Rubric Intelligence Engine

AI evaluation system analyzing spoken clinical interactions against structured examination rubrics, producing evidence-linked scoring, competency assessment, and targeted feedback.

Built with:
Conversation SegmentationEvidence ExtractionRubric MappingReasoning Graph
05WEB3D-05
Interactive Demo

Interactive Browser 3D & Brand Physics

Hooke's Law spring-mass physics simulation of the authentic Sinhala brand glyph with acoustic resonance and rubber-band recoil.

Built with:
Verlet IntegrationHooke's LawHarmonic AudioHTML5 Canvas
06SYNC-06
Interactive Demo

Realtime Multiplayer Systems & Spatial Sync

High-density 15,000+ particle mathematical field simulation with N-body gravity wells, curl noise turbulence, and kinetic shockwaves.

Built with:
Float32ArrayN-Body PhysicsCurl NoiseHardware Acceleration
07CHAR-07
Interactive Demo

Interactive AI Characters & Viseme Rig

Real-time phonetic speech-to-facial-viseme mapper morphing parametric mouth blendshapes synchronized with frequency spectra.

Built with:
Viseme BlendshapesWeb Audio SynthesizerFFT SpectrumParametric Bezier