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Archive

A big list of things I’ve worked on

YearTitleMade atKeywordsLink
2023Improved ensemble forecasting algorithm using time-series data sampled at multiple intervalsHewlett Packard EnterpriseData Centric AI·Time Series·Resampling
2022Maintenance time window predictionHewlett Packard EnterpriseEnsemble Modelling
2022A data centric approach towards server time series model compressionHewlett Packard EnterpriseData Centric AI·Time Series·Representative segments
2022An improved forecasting algorithm for Power and CPU data of a serverHewlett Packard EnterpriseData Centric AI·Time Series·Improving Forecasting
2022An analytical method to improve the life of an SSD drive in a serverHewlett Packard EnterpriseRemaining life of SSD Drive
2022Compression of a univariate time-series dataset using motifsHewlett Packard EnterpriseData centric AI·Time series·Compression·Representation of time series
2022Unsupervised segmentation of time series using motifs and shapeletsHewlett Packard EnterpriseData centric AI·Time series·Unsupervised Segmentation·Motifs, Shapelets and Anomalies·Custom novel K-Means algorithm
2022Identifying hotspots and coldspots in forecasted power consumption data in an IT data center for workload schedulingHewlett Packard EnterpriseData Centric AI·Time series·Coldspots and Hotspots·Workload Scheduling
2022Unsupervised learning approach for grouping trajectoriesSelfUnsupervised·Clustering
2021Evaluating the Vulnerabilities in ML systems in terms of adversarial attacksSelfAdversarial Attacks·Machine Learning·Vulnerabilities·Evaluation
2017NASA Space App Challenge: Dream Space SimulatorNASAVirtual Reality·Android·NLP·Chatbot
2016 VITOracle​ ​Android AppVIT VelloreAndroid·Chatbot·NLP
2016J.A.R.V.I.S. : A Virtual Home AssistantVIT VelloreNLP·IOT·AR·Home Automation