PROJECTS
Research methods translated into deployed, production-aware systems.
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01↗PUBLIC PRODUCT CONTEXT
AssistX Enterprise · AI Engineering
AssistX Suite Platform Engineering
Platform engineering across retrieval-augmented generation, intelligent document processing, and customer-intelligence workflows, with implementation details kept intentionally high level.OPEN CASE ↗
02↗PUBLISHED RESEARCH
AI Engineering · Computer Vision
Malaria Parasite Stage Detection
YOLOv8 and Faster R-CNN ensembles with LAB color-space augmentation, exported to ONNX for lightweight deployment in diagnostic workflows.OPEN CASE ↗
03↗PRODUCTION-PATTERN DEMONSTRATION
AI Engineering · Inference Systems
VisionServe: CIFAR-10 Inference API
A production-pattern demonstration: Dockerised FastAPI model serving with reproducible training, artifact tracking, and class probabilities with confidence scores.OPEN CASE ↗
04↗APPLIED PIPELINE DEMONSTRATION
AI Engineering · NLP Analytics
Zero-shot Sentiment Intelligence Pipeline
An applied NLP pipeline demonstration: config-driven orchestration built on facebook/bart-large-mnli to classify public feedback without fine-tuning, complete with trend reporting and dashboard-ready exports.OPEN CASE ↗