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© 2026 Yehezkiel Wiradhika

MISC: Machine Learning, Computer Vision & AI Projects

Production and research projects spanning Computer Vision, MLOps, RAG/LLMs, Customer Segmentation, and Threat Intelligence.

Part Number Smart Sorter (Computer Vision)
Company Project

Part Number Smart Sorter (Computer Vision)

Industrial Computer Vision Part Number Smart Sorter built for PT. Century Batteries Indonesia (Astra Otoparts) using YOLO with ~99% mAP50, cutting inspection time by 70% and misidentifications to <1%.

Computer VisionYOLOObject DetectionPyTorchIndustrial AI
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Veritax (AI Tax Consultant)
Hackathon

Veritax (AI Tax Consultant)

Fintech AI Tax Consultant and compliance platform leveraging Retrieval-Augmented Generation (RAG) and predictive ML models for automated tax calculation, advisory, and document parsing.

RAGLLMGenerative AIPythonVector DB
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Computer Vision Cloud Edge Architecture (MLOps)
MLOps & Edge AI

Computer Vision Cloud Edge Architecture (MLOps)

Edge-to-Cloud distributed Computer Vision architecture and MLOps pipeline connecting on-premise industrial edge devices with cloud inference services via gRPC and Docker.

MLOpsEdge ComputingComputer VisiongRPCDistributed Systems
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Hotel Guest Segmentation Engine
Data Mining / ML

Hotel Guest Segmentation Engine

Customer segmentation and behavioral clustering engine using K-Means and RFM analysis on hotel booking data to optimize personalization and marketing strategies.

Machine LearningK-Means ClusteringCustomer SegmentationScikit-LearnPandas
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Statistical, Frequent Pattern Mining and Machine Learning based Web Honeypot Attack Data Analysis: SNARE and Tanner
Thesis

Statistical, Frequent Pattern Mining and Machine Learning based Web Honeypot Attack Data Analysis: SNARE and Tanner

Comprehensive attack data analysis from SNARE and TANNER web honeypots utilizing Frequent Pattern Mining, K-Means clustering, and statistical modeling to classify cyber attack behaviors.

Machine LearningFrequent Pattern MiningWeb HoneypotsK-Means ClusteringCyber Security
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AI Face Swap
Company Project

AI Face Swap

Microservices AI Face Swap platform featuring a Go-based orchestration layer communicating with Python FastAPI deep learning inference workers via gRPC and asynchronous worker pools.

Computer VisionDeep LearningFace SwapFastAPIgRPC
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Motty Python LLM Docs
Company Project

Motty Python LLM Docs

Microservices AI Face Swap platform featuring a Go-based orchestration layer communicating with Python FastAPI deep learning inference workers via gRPC and asynchronous worker pools.

Computer VisionDeep LearningFace SwapFastAPIgRPC
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