Andre Emidio
Machine Learning Engineer · Computer Vision · MLOps
Industrial AI, computer vision, predictive maintenance, RAG, and edge/cloud deployments in production environments.
Recruiter Snapshot
The essentials in 30 seconds
Applied AI profile focused on computer vision, MLOps, and production-grade platforms.
13+ years in technology
5+ years focused on AI, Machine Learning, Computer Vision, and MLOps.
ML Engineer · Computer Vision · MLOps
Strong in Python, cloud, edge, AI pipelines, APIs, and production operations.
USD 362k cost avoidance
Pilot result in predictive maintenance through early detection of industrial failures.
Curitiba · EN B2 · ES B1
Experience with training, support, and stakeholder meetings in Portuguese and Spanish.
Public reference
Computer Vision Base Application
Public project with YOLO, Kalman-based tracking, Python, and Docker.
Four Domains. Production Cases.
Every solution is built for production: scalable, observable, and measurable.
Industrial and at Scale
Computer Vision
Detection, tracking, segmentation, and visual inspection for industrial and operational environments.
Applied Solutions
AI Agents
Agents, LLMs, and intelligent automations applied to data flows, analysis, and decision-making.
End-to-End Pipelines
MLOps & Platforms
Data and AI pipelines with traceability, CI/CD, observability, and cloud operations.
Critical Systems
Security & Surveillance
PPE detection, people tracking, video analysis, and operational monitoring.
Success Cases
Click any case to see the full details.
Featured Work
The strongest cases for a quick read: industrial impact, production scale, and platform engineering.
Industrial Predictive Maintenance Platform
MLOps & PlatformsPredictive-maintenance platform with intelligent agents for industrial plants
Retail Theft Detection Platform
Security & SurveillanceLarge-scale computer-vision platform for theft detection in supermarkets and pharmacies
ModelHub Platform Modernization
MLOps & PlatformsEvolution of a corporate Machine Learning model-deployment platform
Industrial Predictive Maintenance Platform
MLOps & PlatformsPredictive-maintenance platform with intelligent agents for industrial plants
Retail Theft Detection Platform
Security & SurveillanceLarge-scale computer-vision platform for theft detection in supermarkets and pharmacies
ModelHub Platform Modernization
MLOps & PlatformsEvolution of a corporate Machine Learning model-deployment platform
Document Forensics
Computer VisionDocument forensics system powered by computer vision
Gaze Estimation in Pharmacies
Computer VisionGaze estimation to evaluate product attractiveness in pharmacies
People Tracking and Monitoring
Security & SurveillancePerson tracking, re-identification, and monitoring in public and commercial environments
OMR for Exams and Lottery Slips
Computer VisionOMR system for exam grading and lottery slip validation
Poultry Counting and Mass Estimation
Industry & MeatpackingPoultry line counting and LiDAR-based mass estimation
Pork Cut Evaluation
Industry & MeatpackingComputer-vision system for pork-cut evaluation and operator monitoring
Legal Document Entity Extraction
MLOps & PlatformsEntity extraction and signature identification in legal documents
AI Platform for Beef Carcass Evaluation
Industry & MeatpackingAI platform for beef-carcass evaluation in meatpacking plants
Cattle Counting on Lot Unloading
Industry & MeatpackingCattle counting system during lot unloading for meatpacking plants
PPE and Restricted-Area Detection
Security & SurveillancePPE usage and restricted-area invasion detection on construction sites
Industrial RCA with RAG
Generative AI & AgentsRoot Cause Analysis tool based on RAG for industrial environments
Remote Imaging Platform for Agribusiness
Agro & DetectionEvolution of a platform for processing and distributing satellite images
Financial Data Aggregation Platform
MLOps & PlatformsData-aggregation product for risk analysis, customer identification, and asset valuation