I am a Machine Learning Engineer with expertise in machine learning research and engineering. I have skills required to handle the entire machine learning lifecycle from scoping, data collection to deployment and continuous training. I have experience in Computer Vision and Geospatial ML and the software tools I use very often include Python, TensorFlow, PyTorch, SkLearn, TFX, KubeFlow, Git, GCP (Vertex AI), Xarray, Rasterio, Numpy, Pandas, DVC, etc.