Selected Engineering Systems
#Cornerstone AI[Proprietary - Enterprise]
Healthcare / RAG, LanceDB, GCP, Docker
Engineered a three-stage RAG pipeline that accurately mimics individual clinician writing styles to generate patient-specific DOCX reports. Built async ingestion services using LanceDB to handle massive document loads without blocking the main event loop. Completely containerized (Docker) and deployed to GCP via automated CI/CD pipelines.
#Receiptly AI[Proprietary - Enterprise]
Healthcare / MENA / Gemini, PaddleOCR, Bilingual OCR, JSON Schema
Architected a hybrid extraction pipeline combining Google Gemini and PaddleOCR (PP-StructureV3) to parse bilingual English/Arabic medical receipts and complex PDFs. Enforced strict custom JSON schemas to guarantee deterministic data ingestion. Handled end-to-end GPU deployment serving enterprise clients across the Middle East.
#GeoAsset[Proprietary - Enterprise]
Remote Sensing / YOLO, SAHI, PostGIS, LiDAR
Designed a multi-sensor geospatial detection architecture. Utilized YOLO-OBB with SAHI for high-altitude satellite imagery, YOLO-World for open-vocabulary street-level detection, and integrated raw LiDAR point clouds. The system fuses inferences with OpenStreetMap data and exports structured geospatial topologies directly to PostGIS databases.
#DataLadder[Proprietary - Enterprise]
Computer Vision / EfficientLoFTR, FastAPI, AWS S3, OpenCV
Solved severe image alignment issues in retail environments by building a panorama stitching engine using EfficientLoFTR matching and multiband blending. Deployed as a high-throughput async FastAPI/S3 microservice, achieving a 48× speedup in exposure compensation over previous OpenCV-based baselines.
#SteriSmart[Proprietary - Enterprise]
Computer Vision / Synthetic Data / Blender, Synthetic Data, FreeCAD, Domain Randomization
Overcame severe data scarcity in surgical environments by building an automated procedural pipeline in Blender and FreeCAD. The system procedurally generates highly photorealistic, multi-view synthetic datasets of orthopedic surgical instruments, complete with dynamic lighting and occlusion, directly for downstream CV model fine-tuning.
#Forex Intelligence[Proprietary - Enterprise]
Finance / ClickHouse, FinBERT, Milvus, High Throughput
Architected a high-throughput, low-latency financial ingestion engine pumping raw market tick data and global news streams directly into ClickHouse. Integrated FinBERT and Milvus to generate real-time, sentiment-driven macroeconomic summaries and trend signals with strict sub-500ms latency guarantees.