About

Amber Kataria is a highly skilled Data Scientist with 6 years of experience in Machine Learning, Python, PowerBi, Tableau, AWS, data analytics, SQL, flask, Pandas, numpy, Linux, and more. She has a deep understanding of Cloud(GCP) Computing and various deployment methodologies. Amber is well-versed in Statistical techniques and Machine Learning algorithms with strong analytical and quantitative skills. She has implemented bootstrapping methods such as Random Forests (Classification and regression), K-Means Clustering, KNN (K nearest neighbours), Decision Tree, AdaBoost, Xgboost, Linear, Logistic Regression, etc. methods. Amber has experience with Google cloud platform: Google Cloud Platform IoT Core and Pub/Sub (Streaming), Cloud Functions, Dataflow (Apache Beam), DataProc (Hadoop, Spark, Hive), Cloud Machine Learning, Cloud Data Store and Bigtable, Big Query, Data Lab, and Data Studio. She devises and utilizes Machine Learning algorithms and models to mine data stores, perform data and error analysis to improve models, and clean and validate data for uniformity and accuracy. She analyzes data for trends and patterns and interprets data with a clear objective in mind using Tableau. Amber implements analytical models into production by collaborating with other data scientist team members. Currently, Amber is working as a Data Scientist at Ericsson, where she has been involved in Requirement Gathering & Client Collaboration, Team Leading, Cloud Infra, Data Cleaning and Preprocessing, Solution Architecture Creation, Data Visualization, Forecasting and Recommendation, Product Documentation & UAT testing. She has also worked as a Data Science Analyst at Applied Solar Technologies and as a Data Scientist at Engeniuslab. Amber has a Bachelor of Technology (B.Tech.) degree in Electrical and Electronics Engineering from Maharaja Agrasen Institute of Technology. Her tech stack includes Data Scientist, Research Scientist, ML, test, SQL, Python, GCP, AWS, Spark, Web, XGBoost, Big Data, Terraform, AI, CI/CD, product manager, Kubernetes, Docker, Pandas, Hadoop, Flask, Integration, infra, and Apache Hive. Overall, Amber has 6.52 years of relevant experience.