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1 changed files with 6 additions and 6 deletions
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@ -20,13 +20,13 @@ const projects = [
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title: "Fecal Vision Model for North of 55 Veterinary Services (2022)",
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imagesFolder: "/assets/fecal-vision-model",
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langs: ["C++", "Python", "Js"],
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software: ["TensorFlow", "Express", "React", "QuPath"],
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software: ["TensorFlow", "Express", "React", "QuPath", "OpenCV"],
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description: `
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- Over 1 year I developed a vision model using TensorFlow that was ~90% accurate (sufficient for medical diagnoses) in fecal egg counts using standard McMaster method fecal slides. This reduced slide analysis time from 20 minutes down to 5 minutes per sample.\n\n
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- Commercial alternatives like WSI systems start around $90,000USD, making this a cost-effective solution.\n\n
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- I modified a microscope to automate slide scanning and created data pipeline for high-quality slide scans for training purposes.\n\n
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- I modified a microscope to automate slide scanning and created data pipeline for high-quality slide scans for training purposes. Used OpenCV for image preprocessing\n\n
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- Using QuPath's scripting capabilities and sample annotated slides, I created a pipeline where the veterinarian only needed to take slide scans using a custom modified microscope, place the scans in a network folder, and receive analysis results in Excel format.\n\n
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`
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@ -35,8 +35,8 @@ const projects = [
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id: "orchard-market",
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title: "Order Picking Software for Orchard Market (2021)",
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imagesFolder: "/assets/orchard-market",
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langs: ["Js", "C#", "Bash", "VBA script"],
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software: ["Tesseract", "Croptracker", "Produce Pro"],
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langs: ["Js", "Python", "C#", "Bash", "VBA script"],
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software: ["Tesseract", "OpenCV", "Croptracker", "Produce Pro"],
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description: `
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I built several pieces of software for Orchard Market, a collaboration of 5 farms sharing warehousing and storefront space.\n\n
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@ -51,8 +51,8 @@ const projects = [
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id: "mycology-lab",
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title: "Mycology Lab Technical Lead (2019-2022)",
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imagesFolder: "/assets/mycology-lab",
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langs: ["C++", "Bash", "Js"],
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software: ["Postgres", "Express", "React", "FluidNC", "OpenCV"],
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langs: ["C++", "Bash", "Js", "G-Code"],
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software: ["Postgres", "Express", "React", "FluidNC", "OpenCV", "pm2"],
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description: `
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Fungal Stimuli Tester:\n\n
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Built a 3-axis gantry system that moves a central platform along an x,y plane with a winch that raises/lowers the end piece.\n\n
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