DetectCustomer
Computer Vision · Backend Systems · Production-oriented / deployed system
A real-time people counting system designed for multi-location retail environments.
Resume
Download PDFNana Casmana Ade Wikarta
AI Engineer & Software Developer
Profile
I'm Nana, an AI Engineer and Informatics graduate from Universitas Singaperbangsa Karawang.
I build applied AI systems across computer vision, retrieval, and machine learning. My work focuses not only on models, but also on the engineering around them, including data pipelines, APIs, deployment, monitoring, and the systems required to make AI work in real applications.
My current interests include computer vision, retrieval systems, and production-oriented AI engineering.
Selected work
RAG Assistant
Retrieval · LLM Systems · Active development
A knowledge assistant built around retrieval, conversation context, and controlled response generation.
SafeSight
Computer Vision · Safety · Research / development
A computer vision project exploring real-time worker safety monitoring from video.
Education
Universitas Singaperbangsa Karawang
Informatics
Capabilities
AI & Machine Learning
Computer Vision · Retrieval-Augmented Generation · Machine Learning · Model Evaluation
Engineering
Python · TypeScript · FastAPI · SQL · Docker
Data & Infrastructure
PostgreSQL · MongoDB · Qdrant · Linux