Experience
Machine Learning Engineer [Certificate]
- Designed and developed an efficient text extraction ETL pipeline incorporating text recognition, cleaning, sorting, pattern identification, and data structuring.
- Implemented a custom sorting algorithm to accurately process multi-column text and preserve original document layouts.
- Optimized the pipeline to handle both legacy, poorly scanned and native documents.
- Processed thousands of legal documents with high accuracy, enabling the creation of a robust legal text database.
Machine Learning Engineer [Certificate]
- Developed end-to-end machine learning solutions for networking, healthcare, and smart city applications.
- Trained and fine-tuned ML models (XGBoost, VGG16, LSTM, Prophet) with TensorFlow, Keras, and scikit-learn.
- Built deployable prototype ML applications using Flask and Streamlit.
- Utilized Docker and Docker Compose and YAML templates for containerization and deployment.
- Authored technical blogs on Edge Computing and AI, including Predictive Maintenance and Satellite Edge Computing (SEC).
Biomedical Engineer Intern [Certificate]
- Developed a Patient Record Management System (PRMS) for the Cardiac Surgery department.
- Inspected and documented operating room equipment and instruments.