• Applied AI Engineering

Turning Data Into
Intelligent Decisions

VectorCall AI LLC designs, builds, and deploys AI solutions — from real-time clinical computer vision to blockchain security layers, spatial augmented reality, and LLM-powered systems.

Applied AI From Concept to Production

VectorCall AI LLC is an applied artificial intelligence consulting and engineering firm helping businesses transform data into actionable intelligence. We specialize in designing, building, and deploying AI solutions that solve real-world problems across industries.

Our team brings deep expertise in computer vision, machine learning, blockchain AI security, and spatial augmented reality. We support organizations by developing custom models, automating workflows, and integrating AI into existing systems — moving projects from concept to production with measurable outcomes.

Computer Vision
Machine Learning
Blockchain AI
Spatial AR
LLM Engineering
Clinical AI
Real-Time Systems
C++ Optimization
YOLO / Object Detection
FastAPI / WebSocket

Active Projects

👁
Computer Vision  ·  Clinical AI

Limbus Tracker

A real-time ocular geometry engine for clinical eye tracking. Uses radial gradient search and RANSAC ellipse fitting on the iris-sclera boundary with temporal gating — no training data or data collection required. Includes five ophthalmic screening tools: strabismus detection, dry eye / blink analysis, keratoconus risk scoring, micro-saccade / concussion screening, and surgical cyclotorsion alignment for LASIK and toric IOL procedures.

  • <15 msper frame
  • 103subject benchmark
  • Sub-pixelaccuracy
  • 5clinical tools
Python C++ OpenCV RANSAC NumPy
🛡
Blockchain  ·  AI Security

PayShield

A private-beta AI security layer for stablecoin payments and agent-led commerce. Evaluates transfer risk, invoice fraud, deepfake-aware KYC signals, and agent-initiated spending before funds move — with plain-English decision explanations. Features a live playground, REST API, dashboard, and adversarial red-team audit surface. Currently integrated with Polygon testnet settlement flow.

  • Liveplayground
  • Polygontestnet
  • Privatebeta
  • RESTAPI + dashboard
Python FastAPI Blockchain LLM KYC / Fraud AI
🔭
Spatial AR  ·  3D Vision

Spatial Augmented Reality

A camera-projector spatial AR system that registers LiDAR-captured 3D point cloud scans (Scaniverse) to physical surfaces using homography-based calibration and depth-dot alignment. Projects virtual overlays precisely onto real-world geometry — enabling interactive augmented reality experiences without wearables, using only an off-the-shelf camera and projector.

  • LiDAR3D scanning
  • Zerowearables needed
  • Real-timeregistration
Python OpenCV Three.js PLY / OBJ Homography
LLM  ·  Computer Vision

LLM Chess Assistant

An AI-powered chess game tracker with a camera mounted above a physical board. YOLO-based piece detection automatically recognizes every move in real time, announces it with voice narration (including move timing), visualizes the live board state in a web interface via WebSocket, and stores full game history in a SQLite database — zero manual input required.

  • YOLOpiece detection
  • WebSocketlive UI
  • TTSnarration
Python YOLO FastAPI WebSocket python-chess
🎹
Spatial AR  ·  AI Coaching

Piano Assistant

A spatial AR piano coaching system that listens to MIDI input from a digital piano, tracks hand position over the keyboard, projects guided note prompts onto the keys, and delivers real-time voice and LLM-assisted feedback. The platform combines projection mapping, hand tracking, fingering analysis, song libraries, and a local dashboard to keep a learner focused on the instrument instead of a separate screen.

  • MIDIlive input
  • ARkey projection
  • MediaPipehand tracking
  • Voice AIcoaching
Python OpenCV MediaPipe MIDI Flask
🧑‍⚕️
Craniofacial  ·  Clinical Annotation

Cleft Lip Annotator

A browser-based clinical annotation tool for marking 21 anatomical keypoints on cleft lip images. Features include zoom, pan, undo, per-keypoint selection with visual confirmation, adjustable marker size, and CSV export of pixel-accurate coordinates. Built for craniofacial research teams in plastic and reconstructive surgery to generate training data for AI-driven surgical planning and outcome assessment.

  • 21keypoints
  • CSVexport
  • Zoomsub-pixel
  • Browserbased
JavaScript Canvas API HTML5 Keypoint Detection
🎬
VPI / VPP  ·  Surgical Video

VPI Video Annotator

A local video annotation tool for frame-by-frame labeling of velopharyngeal insufficiency (VPI) and velopharyngeal patterns (VPP) during nasopharyngoscopy evaluations. Clinicians mark start/end timestamps of positive or negative events directly on the video timeline, with color-coded visual overlays on the scrubber. Annotations export as structured metadata for AI model training — supporting cleft palate speech surgery research and VPI classification systems.

  • Frameaccurate
  • Timelineoverlay
  • +/−labeling
  • JSONmetadata
JavaScript Video API HTML5 Nasopharyngoscopy
💖
Mobile  ·  Social Platform

Hamdel Dating App

A cross-platform dating application built with Flutter and Firebase. Features Tinder-style card swiping, mutual-like matching that auto-creates chat rooms, real-time messaging with read receipts, and a 13-field profile system covering interests, relationship goals, lifestyle, and demographics. Includes safety guardrails (block/report with moderation pipeline), smart ad monetization with daily caps, and a 200-user fake-data seeder for development. Runs on Android, iOS, Web, Windows, macOS, and Linux from a single Dart codebase.

  • 6platforms
  • 13+profile fields
  • Real-timechat
  • Firebasebackend
Flutter Dart Firebase Firestore Google Ads

Live Motion Showcase

Limbus tracking motion demo

Limbus Tracking Demo

Shows temporal limbus tracking in motion, highlighting stable iris boundary detection and real-time ocular geometry analysis.

AI neural network animation

AI Signal Flow

Represents the live data flow behind our model pipelines and decision engines.

Digital mesh and spatial animation

Spatial Computing

Reflects depth mapping, projection alignment, and real-world AR registration.

Cybersecurity interface animation

Security In Motion

Highlights continuous risk scoring, fraud analysis, and transaction safeguarding.

Services

🧠

Custom AI Model Development

End-to-end model design, training, optimization, and deployment for detection, classification, segmentation, and prediction tasks tailored to your domain.

🎥

Computer Vision Systems

Real-time image and video analysis pipelines — from camera calibration and object tracking to clinical-grade ophthalmic screening and surgical guidance tools.

🔗

AI + Blockchain Integration

Intelligent security layers for Web3 workflows, stablecoin fraud detection, KYC signal analysis, and agent-initiated transaction safety at the protocol level.

🌐

LLM Application Engineering

Production-grade LLM-powered applications with robust prompt engineering, retrieval-augmented generation, adversarial audits, and safety guardrails.

Let's Work Together

Whether you have a project in mind, need a technical partner, or want to explore what AI can do for your business — we'd love to hear from you.