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Über
Python Developer and machine learning engineer with experience in building scalable applications on the cloud.
Python Developer and machine learning engineer with experience in building scalable applications on the cloud.
Erfahrung
- Data cleaning and preprocessing using Databricks
- Build recommender system using AWS Personalize
- Model training and evaluation using AWS Sagemaker
- Model Deployment as RestAPI for consumption
- Classification of Images using DNN for document classification - Forecasting of Energy using Time Series Analysis - Classification of frauds in claims - Regression Model for prediction of estimated time of arrival in logistics
- Built a recommender system using item based collaborative filtering - Designed and deployed RestFul API's for model consumption as a microservice - Built Data pipelines using apache airflow and python - Exploratory data analysis using SQL, BigQuery and pandas
- Backend development using python, django, docker and celery - Designed and developed RestFul API for backend systems - Deployment of applications to kubernetes clusters - Build CI/CD pipelines using Ansible, Circle CI and Github Actions - Added Unit and Integration test to make the application robust in performance - Working in relational database and building interactive dashboards
- Building server side scripts for image processing and compressions - Working with shell scripting and updating remote linux machines - Coordinating with onsite clients for monthly reviews and development of product roadmap - Providing production support using ticket based system