Senior Machine Learning Engineer with 5+ years experience completing several machine learning projects in the areas of Computer Vision, NLP, Speech Recognition, 3D Medical Imaging, Predictive Analytics, Conversational AI (Chatbots), and Data Visualization.
- Led teams of data scientist and machine learning engineers.
- Designed and integrated machine learning solutions into web applications services.
- Implemented machine learning systems following standard software development lifecycle (dev, staging, and production environments)
- Maintained and tracked machine learning projects using issue tracking and software versioning tools such as JIRA, GIthub
Detailed experience:
- Developing statistical machine learning models
- NLP and NLU
- Deep Learning
- Computer vision
- Speech Recognition
- Data analytics and Visualisation
- Dash (Plotly)
- Exposing and consuming RESTful API
Skills:
- Programming: Python
- Tools: R, Matlab
- Frameworks: TensorFlow, Keras, Pytorch, Apache Spark
- Libraries: Scikit-Learn, Numpy, Pandas, NLTK, CNTK, Matplotlib, Dash (Plotly), SciPy
- Databases: MySQL, PostgreSQL, NoSQL, BigQuery, Redis
- Version control and Issue Tracking: GIT, JIRA
Others:
- AWS
- Google Cloud Platform
- Apache, Nginx, Gunicorn
- Web scraping