DeepBiologics Inc.
At DeepBiologics Inc., a biotech startup focused on AI-driven diagnostics, I worked as a Software Engineer, developing machine learning-powered medical solutions. My work at DeepBiologics combined AI, software engineering, and healthcare technology, allowing me to gain experience in AI-powered diagnostics, full-stack development, and healthcare compliance.
π§ AI & Machine Learning Development
- Developed an AI-powered image processing tool using TensorFlow & Python, improving disease detection accuracy by 20%.
- Trained deep learning models to analyze medical imaging data and detect abnormalities in diagnostic samples.
π» Full-Stack Development for Healthcare Applications
- Built a secure, HIPAA-compliant Single Page Application (SPA) using Next.js for managing patient medical records.
- Implemented PostgreSQL database optimizations, achieving 98% sync accuracy with nationwide healthcare servers.
- Developed React-based UI components to enhance user experience for doctors and medical staff.
- Created secure API endpoints for medical data retrieval and real-time processing.
π¬ Research & Development in AI-powered Diagnostics
- Worked closely with the CTO and research team to refine AI models for biomedical image analysis.
- Assisted in clinical validation studies, ensuring AI predictions were aligned with medical standards.
- Explored the application of neural networks for pattern recognition in medical diagnostics.