Anusha Katha

Anusha Katha

Data Scientist, Machine Learning Engineer
Canada

نبذة عني

As an aspiring Data Scientist with foundational experience in SQL database management and a portfolio of machine learning projects, I excel in extracting meaningful insights from vast datasets and developing algorithms t…

الخبرة

Systems Engineer (Database Administrator)

Infosys Pvt Ltd, India
Jan 2021 - May 2022 · 1 سنة 4 أشهر

Led SQL database initiatives for the Online Ordering Tools project, boosting data integrity and user satisfaction by 80%.
Reduced data processing time from 7 minutes to 40 seconds by building and monitoring clustered/non-clustered indexes.
Enhanced model efficiency by 25% and resolved performance bottlenecks through in-depth analysis and optimization.
Cut development team workload by 20% through the creation of reusable components and facilitated rapid integration of new team members.

المهارات

بايثون (لغة برمجة) قاعدة بيانات SQL الإحصاء إدارة قاعدة البيانات تنقية البيانات علم البيانات تمثيل البيانات خوارزميات تعلم الآلة SQL MySQL Java HTML CSS NumPy Pandas Matplotlib Seaborn scikit-learn TensorFlow Database Management Data Science Pipeline Machine Learning Hypothesis Testing Supervised Learning Unsupervised Learning A/B Testing Microsoft Excel Microsoft PowerPoint Git Apache Eclipse MySQL Workbench PyCharm GitHub JIRA Scrum Agile Methodologies Slack Natural Language Processing Logistic Regression Principal Component Analysis Clustering Agglomerative Clustering Feature Engineering ResNet-18 Multi-Layer Perceptron NT-Xent Loss Stochastic Data Augmentation Preprocessing Pipelines
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