From six early internships building foundational breadth, to production ML at Healthnexaa today.
Apr 2026 — Present
Software Engineering Intern
Healthnexaa
Built a production OCR pipeline (Tesseract → EasyOCR → CNN → GPT-4o-mini) achieving 94–98% digit recognition accuracy on 144 real medical device images.
Designed and published medextract on PyPI for automated digit extraction from glucometers, BP monitors, and BLE smart scales — installable and documented for public use.
Delivered 15+ end-to-end ML and software projects — fraud detection, NLP classification, time-series forecasting, computer vision — building the foundation before specializing in production ML engineering.