Blog
Notes from delivery and applied AI work
Short articles covering lessons from speech, computer vision, OCR pipelines, and software implementation decisions.
Topics
Applied AI and delivery
OCR, speech, NLP workflows, and practical implementation tradeoffs.
Format
Short technical notes
Focused posts built around real project work instead of generic thought pieces.
Use
Practical takeaways
Methods, decisions, and lessons that transfer to similar product problems.
AISpeechML OpsComputer VisionOCR
AISpeechML Ops
2024-04-019 min read
Fine-Tuning Whisper Large v3 for Serbian Speech Workflows
A practical summary of adapting Whisper Large v3 for Serbian audio pipelines, focusing on dataset preparation, evaluation, and production tradeoffs.
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AIComputer VisionOCR
2023-09-0110 min read
YOLOv3 ROI Detection with OCR: Building a Reliable Extraction Pipeline
Designing a detection-plus-OCR pipeline is less about model choice alone and more about ROI quality, post-processing, and error handling in real documents.
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