Year archive
Projects active or publicly listed in this year, and published writing. Each entry identifies which date is shown.
Project
Verified active years: 2024, 2025, 2026
Multi-camera product recognition on YOLOv7/v9 with TensorRT — sub-200 ms responses at 15–20 FPS, hot-reload model serving, end-to-end CI/CD.
My role: AI / ML systems engineer
Project
Verified active years: 2024
FastestDet architecture refined for a 35% accuracy gain; real-time detection deployed on Renesas MCUs and Sony IMX500 smart cameras — AI where there is no cloud to fall back on.
My role: AI / ML systems engineer
Project
Published in portfolio:
An experimental vision project exploring age-range estimation and anatomical segmentation from chest X-rays.
My role: AI developer
Project
Published in portfolio:
An image-processing prototype for outlining and counting regions in dental X-rays using Python and OpenCV.
My role: AI developer
Project
Verified active years: 2024
Helped develop a reusable enterprise vision-inspection suite from scratch through deployment, turning client ideas into inspection workflows and reviewable results with cross-functional teams.
My role: Hands-on application and computer-vision engineering
Project
Published in portfolio:
A visual-inspection demonstration for packaging, including object counting and checks for label and product discrepancies.
My role: Prototype developer
Project
Published in portfolio:
A recommendation proof of concept using product information, reviews and video transcripts to support paddle selection.
My role: AI developer
Project
Published in portfolio:
Computer vision for identifying solar-panel defects, accompanied by a credited article about the inspection workflow.
My role: AI developer and article author
Project
Published in portfolio:
A Stable Diffusion exploration for visual concepts, with a public Colab notebook that wraps Hugging Face custom-diffusion training in Streamlit.
My role: Prototype developer
Project
Published in portfolio:
A workout-monitoring demonstration exploring body tracking in exercise video with Ultralytics YOLOv8.
My role: Prototype developer
Project
Published in portfolio:
A Streamlit prototype that retrieves YouTube transcripts, splits the text and generates summaries using LangChain and GPT-3.5.
My role: Prototype adaptation
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