Rohan Dutta

Experience

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  Texas Instruments

  Jul 2017 - Dec 2017

  Project Engineering Intern

  Worked as a part of the Physical Design Team of the CMCU (Connected Microcontroller Unit). The project goal was the implementation of Power Switch, Power Grid automation and IR drop analysis using TCL (Tool Command Language) scripting and Innovus tool commands to support new switch architecture which traditional place and route tools don’t support.

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  Indian Institute of Science (IISc)

  Jan 2018 - Jul 2018

  Research Intern

  Worked on a project titled: ”Real-Time cBMI (Cognitive Brain Machine Interface) for the enhancement of Visuospatial Attention”. The objectives of the project were:(i) To design a cBMI system with neurofeedback, using EEG signals(ii) To investigate the role of neurofeedback in enhancement of visuospatial attention.My contributions in particular were to set up the real-time system, and analyse behavioural data.

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  Positive Integers Pvt Ltd

  Sept 2018 - Jul 2019

  Data Scientist

  Designed and implemented predictive models using machine learning and deep learning techniques for classification, regression and time series events to solve real world business problems in the Fast-Moving Consumer Goods (FMCG) industry. Worked on designing an end-to-end ML pipeline for pre-processing(raw) client data, feature engineering, feature selection, model training and testing. Predictions included if a customer would purchase a product or not, and how much they would buy. Worked on implementing time-series models like ARIMA (Auto Regressive Integrated Moving Average), Exponential Smoothing and Dynamic Regressions.Optimized Neural Nets and XGBoost algorithms to obtain average classification accuracies of 96.5% and RMSE of 2.88 Show less

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  University of California, Los Angeles

  Sept 2019 - Sept 2021

  Graduate Student

  Graduated with a Master's in Electrical and Computer Engineering with a Machine Learning focus. Courses completed include: Neural Networks and Deep Learning, Large Scale Data Mining, Reinforcement Learning, Computational Robotics, Computational Imaging, Natural Language Processing and Machine Learning in Bioinformatics.

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  Meta

  Nov 2021 - Mar 2023

  Software Engineer

  As a part of the Open Wifi software group which works on developing connectivity solutions for Wifi, I have been working on software and test automation development performed on deployable hardware, managed and delivered in accordance with industry standard.

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  Meta

  Oct 2023 - now

  Wi-Fi Validation Engineer

  As a part of the Wireless Systems Engineering team, I have been working on evaluating various wireless technologies used in Meta VR headsets and collecting network KPI's for build releases. Tasks involve: regression testing, test automation and KPI metric collection.