🌟 Python Developer | AI Enthusiast | Currently innovating Healthcare and Clinical Research with Code

Welcome to my GitHub! I’m a Scientist(Healthcare) and a Python developer with a passion for building AI-driven solutions and Automating workflows. My work focuses on combining cutting-edge machine learning, image processing, and automation techniques to optimize processes in healthcare and clinical research.

• 🔬 Background: I started as an R&D Project Scientist specializing in clinical trials for skincare and cosmetic products, but slowly transitioned my expertise into coding and AI/ML applications to solve real-world challenges in healthcare.
• 🛠️ What I Do:
  • Develop Python-based tools for data processing, image analysis, and automation.
  • Build AI/ML solutions for healthcare imaging and clinical workflows.
  • Automate repetitive tasks using scripting and workflow orchestration tools.
• 🚀 Currently Exploring: Computer vision, deep learning, and advanced process automation.
• 🎯 Goal: All the interesting projects you find here wouldn't have been successful without the support, tips and mentorship of people way smarter than me from other diverse backgrounds. I feel both lucky and grateful for having had the chance to collaborate with them. That's why I want to stay open for future collaboration on impactful AI/ML/Software projects, especially in healthcare, automation and imaging. Feel free to reach out. Cheers!

• Python: Advanced knowledge (image processing, data analysis, AI/ML development).
• Libraries/Frameworks: NumPy, OpenCV, TensorFlow, PyTorch, scikit-learn, Pandas.
• Automation: Power Automate, AutoIT, VBA for Excel.

• AI/ML:
  • Computer vision for image segmentation and analysis.
  • AI-based tools for mapping medical imaging data (e.g., skin depth analysis).
  • Training and deploying machine learning models for healthcare data.
• Image Processing:
  • Python pipelines for clinical image segmentation and intensity mapping.
  • Automation of repetitive image analysis workflows.
• Process Automation:
  • End-to-end workflow automation using Python, VBA, and RPA tools.

Description: Developed a Python-based algorithm to segment image stacks and map intensity values to skin depth for clinical trials.

• Tech Stack: Python, OpenCV, NumPy, TensorFlow.
• Impact: Improved analysis accuracy by 40% and reduced manual effort by 10+ hours per trial.
• [Coming soon]

Description: Built automation scripts to streamline repetitive clinical image post processing tasks.

• Tools: Python, Latex, Excel and VBA
• Impact: Reduced technician workload by 30% and minimized human error.
• Repository Link

1. AI & Machine Learning:

   • Computer Vision for Healthcare Imaging.
   • Developing machine learning models for predictive analytics.

2. Process Automation:

   • Workflow optimization using Python and RPA tools.
   • Reducing repetitive tasks and enhancing operational efficiency.

3. Healthcare & Clinical Research:

   • Innovating imaging workflows for clinical trials.
   • Developing AI tools and GUIs to assist healthcare professionals.

• LinkedIn: www.linkedin.com/in/jayeshbhat
• Portfolio/Blog: Coming soon!
• Email: jayesh.r.bhat@gmail.com

Let’s collaborate on innovative Python, AI/ML/DS, or automation projects that solve real-world challenges!