📊 Data Enthusiast | Machine Learning Explorer | 📈 Solving Data Puzzles | Predicting with Precision I am a highly motivated Data analytics professional with a specialization in Machine learning algorithms and Data visualization. With a Master's degree in Data Analytics from San Jose State University, I have gained extensive experience working with diverse data sets, developing and implementing predictive models, and optimizing data pipelines to solve complex business problems.My most recent experience was as an Algorithm Software Intern at Sleep Number Labs, I developed a regression model to predict Delta Pressure, which reduced the error rate by 8%. Additionally, I managed large-scale streaming sleepers’ data on Databricks using Spark, performing data mining, validation, and interpolation to increase the accuracy of regression analysis to 96%.Life Beyond Numbers || TED Talks, Adventures, and Hobbies 🌄When I'm not diving into data, I enjoy watching TED Talks, exploring the outdoors with hikes, trying new foods at local restaurants, and, of course, riding my motorcycle. I'm also into dancing and basketball to keep things fun and active.
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Software EngineerIbm Mar 2024 - PresentArmonk, New York, Ny, Us -
Associate Ml EngineerVirufy Sep 2023 - Mar 2024San Francisco Bay Area, UsVirufy is a nonprofit research organization dedicated to advancing artificial intelligence (AI) technology for the rapid screening of various disease states, utilizing smartphone technology at no cost. Virufy's mission is to provide an easily accessible tool that can help reduce mortality and morbidity in individuals with conditions like COPD, COVID-19, and other diseases. Our overarching goal is to revolutionize costly healthcare systems by leveraging technology to instigate essential transformations. -
Algorithm EngineerSleep Number Labs May 2022 - Dec 2022San Jose, California, Us•Gathered, parsed, and annotated 10,000 sleep data files from AWS using Python scripts and S3, creating a CSV dataset for model training.• Developed a regression model in MATLAB to predict Delta Pressure, reducing error rate by 8% using heart rate, breathing rate, and body temperature as features.• Analyzed and visualized over 100,000 sleep data points using Jupyter, pandas, and Matplotlib, identifying trends and patterns for model and algorithm refinement.• Improved accuracy and reliability of sleep disturbance and biometric change detection algorithms by resolving issues with chargeable and non-chargeable failure algo charts, using anomaly detection and data cleaning techniques. -
Data ScientistBrillio Jan 2020 - Jul 2021Edison, New Jersey, Us• Designed data visualization dashboards using Tableau to track clinical trial progress and optimize digital marketing campaigns.• Developed and implemented machine learning models using Python and TensorFlow to predict patient outcomes based on clinical and real-world data from patients taking approved therapeutics, achieving an accuracy of over 90%.• Built automated data pipelines using SQL and Python to clean and preprocess transactional data, reducing processing time by 50%.• Developed a data visualization dashboard using Tableau to track clinical trial progress and identify potential issues, resulting in a 20% reduction in trial completion time.• Created APIs using Flask and Python to integrate machine learning models into the company's internal systems, resulting in a 40% reduction in manual data processing time.• Conducted exploratory data analysis using Python and Pandas to identify trends and patterns in large clinical datasets, resulting in the discovery of a novel biomarker that is now being used in drug development. -
Business Analytics InternAutumngrey (Autumn Worldwide) Jul 2019 - Dec 2019Bangalore, Karnataka, InDesigned analytical reports using Python, SQL, and Tableau to extract insights and trends from social media dataand presented findings to clients through dashboards and reports. Reduced manual processing time by 30%.• Conducted A/B tests and experiments with Google Analytics to optimize digital marketing campaign performance,providing recommendations based on insights gained from results.
Harshitha R. Education Details
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San José State UniversityData Analytics -
Dr. Ambedkar Institute Of TechnologyInformation Science And Engineering
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Asc Degree College, No.1, Nagarabhavi Road, Sangollirayana Circle, Amarajyothinagar, VijayanagarHigh School Diploma
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Army Public School BangaloreJunior High/Intermediate/Middle School Education And Teaching
Frequently Asked Questions about Harshitha R.
What company does Harshitha R. work for?
Harshitha R. works for Ibm
What is Harshitha R.'s role at the current company?
Harshitha R.'s current role is Software Engineer @ IBM | WatsonX.Data | Data & AI.
What schools did Harshitha R. attend?
Harshitha R. attended San José State University, Dr. Ambedkar Institute Of Technology, Asc Degree College, No.1, Nagarabhavi Road, Sangollirayana Circle, Amarajyothinagar, Vijayanagar, Army Public School Bangalore.
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