Ruchithaa Reddy K Email and Phone Number
• Highly skilled Machine Learning Engineer with around 4+ years of experience delivering impactful solutions for clients in various industries. • Experienced in supervised, unsupervised, and reinforcement learning algorithms including Regression and classification techniques like SVM, Decision trees, Random forests, XG Boost, Clustering, Feature reduction techniques like PCA, and Bigdata Analytics, and visualization using Matplotlib, Excel, Power-BI.• Worked on image processing, object detection using neural networks and ml models.• Driving projects on an end-to-end basis i.e., from understanding the business problem, data collection from different data sources, data cleansing, building and deployment of predictive models, visualizing the outputs, and presenting results to the client.• Developed MapReduce/Spark, python modules for ML and Predictive analytics in Hadoop.• Good experience with Python libraries & frameworks such as Pandas, NumPy, TensorFlow, OpenCV, PyTorch & Keras.• Highly proficient in Development, Implementation, Administration and Support of ETL processes for Large-scale Data warehouses by Using Informatica Power Center 10.x/9.• Superior SQL skills and ability to write and interpret complex SQL statements and also skillful in SQL optimization and ETL debugging and performance tuning.• Experienced in implementing Azure data solutions, provisioning storage account, Azure Data Factory, SQL server, SQL Databases, Azure SQL database, Azure Data Bricks and Azure Cosmos DB.
Teksolve It Solutions Llc
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Machine Learning EngineerTeksolve It Solutions Llc Jun 2023 - PresentIrving, Texas, United States• Developed and deployed a generative AI model using deep learning techniques to generate synthetic medical images for data augmentation, resulting in a 30% improvement in object detection accuracy.• Successfully integrated Clinical NLP capabilities using cTakes and UIMA into the existing health information system, enabling efficient analysis of medical records.• Utilized NLP techniques to automatically code medical concepts and populate structured databases, streamlining data entry and reducing manual errors.Conducted extensive evaluation and validation of the NLP models, ensuring high accuracy and reliability in extracting clinical information.• Implemented Installation and configuration of multi-node cluster on Cloud using Amazon WebServices (AWS) on EC2.• Automated Regular AWS tasks like snapshots creation using Python scripts. -
Data EngineerAccenture Jun 2021 - Dec 2021Hyderabad, Telangana, India• Analyzed the Data from different sourcing using Big Data Solution Hadoop by implementing Azure Data Factory, Azure Data Lake, Azure Data Lake Analytics and HD Insights.• Used Azure Cloud, Azure Data Factory, Azure Data Lake Storage, Azure Synapse Analytics, Azure Analytical services, Azure Cosmos NO SQL DB, Azure HDInsight and Big Data Technologies (Hadoop and Apache Spark) and Databricks.• Developed multi cloud strategies in better using GCP and Azure.• Migrated SQL database to Azure Data Lake, Azure Data Lake Analytics, Azure SQL Database, Data Bricks, Azure SQL Data warehouse, controlled and granted database access and Migration On-premises databases to Azure Data Lake store using Azure Data Factory.• Developed and deployed MapReduce jobs to process large datasets stored in HDFS, implementing complex data transformations and analysis tasks. Utilized Hadoop's distributed computing framework to parallelize processing and handle scalability requirements effectively. -
Data EngineerInfosys Sep 2018 - May 2021Hyderabad, Telangana, India• Coordinated with business analysts to analyze the business requirements and designed and reviewed the implementation plan.• Developed data ingestion pipelines using Python scripts to extract, transform, and load data from various sources into PostgreSQL and MS SQL Server databases. Ensured data integrity and availability for analytical purposes, facilitating efficient data analysis and decision-making processes.• Implemented infrastructure as code using Terraforms to provision and manage cloud resources for data processing and storage. Automated the deployment and configuration of PostgreSQL databases and MS SQL Server instances on cloud platforms, streamlining the setup and maintenance process.• Responsible for designing and development, testing of processes necessary to extract data from operational databases, Transform and Load it into data warehouse using informatica Power center.• Followed ETL standards -Audit activity, Job control tables and session validations. Created Complex Mappings to load data using transformations like Source Qualifier, Expression, Aggregator, Dynamic Lookup.
Ruchithaa Reddy K Education Details
Frequently Asked Questions about Ruchithaa Reddy K
What company does Ruchithaa Reddy K work for?
Ruchithaa Reddy K works for Teksolve It Solutions Llc
What is Ruchithaa Reddy K's role at the current company?
Ruchithaa Reddy K's current role is Looking for Full Time Opportunities | MS in DS from UTA |Informatica | SQL | Python | Tableau.
What schools did Ruchithaa Reddy K attend?
Ruchithaa Reddy K attended The University Of Texas At Arlington, Vnr Vignanajyothi Institute Of Engineering & Technology.
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