DevMedMitch♨
@devmedmitch
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Bridging Medicine & Tech. 🩺👨💻 Med Student building automation tools and software solutions. ♨
Joined November 2025
1816: The stethoscope changes medicine 🩺. 2025: Neural network classifiers outperform humans in diagnosing diabetic retinopathy 🤖. I joined this crew cuz I thought it was safe from..."you know who" Well, at least I've been nice to chatGPT 🙂. #MedTwitter #AIinHealthcare
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Took humanity nearly 50 years to experimentally determine the structures of about 17% of known proteins☠️. DeepMind's AlphaFold AI predicted nearly 100% of them—over 200 million structures—in a couple of years🌿. And Doctors shouldn't hate AI? #AlphaFold #Biotech #AIinHealthcare
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The soft glow of the screen against the inky, profound dark🌑. My Tiny Universe in the Night 🖤🌃. #NightOwl #CozyAesthetic #Screenlight #Solitude #LateNightVibes
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I pivoted to Medical Data Cleaning. Dealing with "Tall Man Lettering" and dosage validation requires specific logic that generic scripts miss. Building tools that solve real high-stakes problems feels different. Better. 🚀 #BuildInPublic #IndieDev #LearnToCode #MedicalData
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💡 The Pivot: Finding My Niche A few days ago, I started building a basic CSV cleaner. But I realized... the world doesn't need another generic tool... #MedTech
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Using Regex and Pandas to automate patient safety checks. No more manual Excel nightmares. 🏥💻. Advancing MedTech one step at a time 🥂 #Python #HealthTech #DataScience #Coding
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🐍 Why Generic Data Cleaning Tools Fail in Healthcare I couldn't find a tool that handled Joint Commission (TJC) "Do Not Use" rules, so I built my own in Python. ❌ Input: "5.0mg", "4U", "Q.D." (Dangerous abbreviations) ✅ Output: "5 mg", "4 units", "daily" (Standardized & Safe)
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✅ The loveliest sight for a developer? A terminal full of green. 🟢 Just wrapped up the unit tests for my Medical Data Cleaning tool. From debugging KeyError to 100% passing. 🐍 #CodingJourney #MedTech #Python #BuildInPublic
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Thank you Gemini ♊🖤 https://t.co/0bUYNGDZAv for my Custom MedDevCleaner tool is now live!🖤 #programmingbeginners #MedTech #custombuilds #CodingJourney #pythondictionaries @GeminiApp @googledevs @GoogleAI @clcoding
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Gemini ♊, you've outdone yourself 🌿🖤. #programmingmodel #codingforbeginners #CodingJourney #MedTech #medicalcodingcourse
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Gemini is Amazing 🤩!. Tackling the first and arguably most crucial step for my Custom Tool Program: Medical Abbreviation Normalization, it has been an invaluable tool🌿. Used it's Research tool to pull up every single possible entry into my Pyhton dict. defining my Rules Map.
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Medical Dataset Cleaner (Pro Edition) Core Goals🌿; ✅ Provide reliable cleanups for medical-style datasets (columns: patient_id, DOB, test_results, meds, dosages, units, notes). ✅Preserve auditability (what changed, why). ✅Make it usable via CLI, script, and simple web UI.
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Diving Headfirst in my Next Project as a Medical Student and Software Developer ♨..."Project A1 (MedClex)" #softwareprogrammer
#MedTech #custombuilds #CodingJourney
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I'm documenting my entire journey bridging Medicine and Tech. If you're into Python, Automation, or Digital Health, drop a follow! 🤝 🔗 Grab the code here: https://t.co/VFwidN3u4G
@devmedmitch
#pythonpandas #beginnercoder #GitHub
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The problem with clinical/research data? It's always messy. My tool automatically: ✅ Removes empty rows ✅ Deletes duplicates ✅ Trims whitespace Turned this chaos into clean data in 0.4 seconds. ⚡️#devbuild #codingforlife #pythoncode
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Just shipped my First Python Automation Tool! 🐍🏥 Built a CSV Cleaner to handle messy datasets automatically. It’s a core step in my journey to building better MedTech and workflow solutions. The logic behind the cleaning engine? #Python #MedTech #Automation #coding
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