Computer Vision 96% detection accuracy
Retail Shelf Vision System
Annotated 120k shelf images and trained a detection model that tracks stock levels in real time across 200+ stores.
AnnotationObject DetectionEdge AI
Portfolio
Work that ships and scales
A selection of representative projects across the AI lifecycle. Sample case studies shown — your project could be next.
Computer Vision 
NLP / LLM 4h→20m docs per day saved
Clinical Notes Summariser
Fine-tuned an LLM with privacy-preserving data to summarise clinical notes, cutting documentation time for practitioners.
LLM Fine-tuningRAGPII Scrubbing
Time Series −38% unplanned downtime
Predictive Maintenance Platform
Built an anomaly-detection pipeline on sensor data with automated retraining and drift alerts for a manufacturing client.
Anomaly DetectionMLOpsMonitoring
Synthetic Data 5× rare-case coverage
Synthetic Data for Autonomous Robotics
Generated photorealistic synthetic scenes to cover rare edge cases, boosting model robustness without costly field data.
Synthetic DataAugmentation3D
Computer Vision 99.1% field extraction
Document Intelligence Pipeline
OCR + layout model to extract structured data from invoices and forms, deployed as a scalable inference API.
OCRInference APICloud
Edge AI 12ms on-device latency
Edge Wildlife Monitor
Quantised a vision model to run on solar-powered Jetson devices for offline species detection in remote habitats.
Edge AIQuantizationJetson
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