Rucha Vaishampayan Email and Phone Number
I'm an AI/ML Engineer / Data Science and Engineering Consultant with 5 years of experience in machine learning, artificial intelligence, big data analytics, and cloud computing. My professional journey has been shaped by a strong educational foundation, hands-on experience, and a fervent interest in cutting-edge technologies. My interests align well with my experience. I've been fortunate to work on groundbreaking projects where I developed AI biometrics for humans and animals, merging AI with security and agri-tech. I also built a robust data platform dedicated to delivering actionable insights for versatile BI. I am experienced in using deep learning to decode speech from brain activity, demonstrating AI's potential to enhance healthcare and quality of life.๐๐ผ๐ฟ๐ฒ ๐๐ฟ๐ฒ๐ฎ๐ ๐ผ๐ณ ๐๐ ๐ฝ๐ฒ๐ฟ๐๐ถ๐๐ฒ:๐ ๐ฎ๐ฐ๐ต๐ถ๐ป๐ฒ ๐๐ฒ๐ฎ๐ฟ๐ป๐ถ๐ป๐ด & ๐๐ฟ๐๐ถ๐ณ๐ถ๐ฐ๐ถ๐ฎ๐น ๐๐ป๐๐ฒ๐น๐น๐ถ๐ด๐ฒ๐ป๐ฐ๐ฒ: I've been involved in projects across various industries encompassing AI biometrics authentication systems, real-time object detection & tracking, brain-computer interfaces, speech-to-text transcription, and more. I have a proven track record of developing and deploying ML algorithms for diverse applications, from computer vision to natural language processing. ๐๐น๐ผ๐๐ฑ ๐๐ผ๐บ๐ฝ๐๐๐ถ๐ป๐ด: I excel in leveraging cloud computing solutions to build scalable and robust systems. My experience with Microsoft Azure and serverless computing enables me to develop scalable, robust, efficient, and cost-effective solutions.๐๐ฎ๐๐ฎ ๐๐ป๐ด๐ถ๐ป๐ฒ๐ฒ๐ฟ๐ถ๐ป๐ด: I have a robust background in designing, and implementing data pipelines, data enrichment, database modeling, and efficient data extraction. My experience in building a multi-purpose data and business intelligence platform underscores my ability to architect and maintain data infrastructure for actionable insights.๐ฆ๐ธ๐ถ๐น๐น๐ ๐ฆ๐ป๐ฎ๐ฝ๐๐ต๐ผ๐:๐๐ฎ๐ป๐ด๐๐ฎ๐ด๐ฒ๐/๐ง๐ผ๐ผ๐น๐: Python, React, Javascript, C, C++, MATLAB, HTML, XML, Git, OpenCV, Docker, Airflow, Databricks, PowerBI, ChatGPT, Discord, Visual Studio Code, NodeJS, Streamlit, Figma, Anima, Microsoft Office, Linux, GPU๐๐ฟ๐ฎ๐บ๐ฒ๐๐ผ๐ฟ๐ธ๐: Numpy, SciPy, Keras, Tensorflow, PyTorch, MS Azure Functions, OpenAPI๐ ๐ฒ๐๐ต๐ผ๐ฑ๐ผ๐น๐ผ๐ด๐ถ๐ฒ๐: MLOps, DevOps, UML, Design Thinking, Software Architecture, API-based Development๐๐น๐ด๐ผ๐ฟ๐ถ๐๐ต๐บ๐: CNNs, Metric Learning, Classification, Regression, Face Detection & Tracking, Hashing, Generative AILooking forward to exploring opportunities for collaboration!
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Ai EngineerFit-For-Purpose Technologies Sep 2021 - Present
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StudentKu Leuven Sep 2019 - Jun 2021Flemish Region, BelgiumEngineering and Computer Science trackKey courses - Artificial Neural Networks, Language Engineering Applications, Natural Language Processing, Computer Vision, Support Vector Machines, Data Structures and Algorithms, Programming Languages, Machine Learning -
Master Thesis StudentExporl Sep 2019 - Jun 2021Leuven, Flemish Region, BelgiumThesis: Decoding speech from the brain using deep learning - transfer learning for individualizationResearch Group: ExpORL, Department of Neuroscience, KU Leuven1. Modified Googleโs WaveNet and AudioSet architectures for feature engineering and feature extraction of audio signals2. Designed and implemented an end-to-end framework to decode brain signals (EEG) corresponding to raw audio data, leveraging Transfer Learning strategies - improving accuracy of individualization fromโฆ Show more Thesis: Decoding speech from the brain using deep learning - transfer learning for individualizationResearch Group: ExpORL, Department of Neuroscience, KU Leuven1. Modified Googleโs WaveNet and AudioSet architectures for feature engineering and feature extraction of audio signals2. Designed and implemented an end-to-end framework to decode brain signals (EEG) corresponding to raw audio data, leveraging Transfer Learning strategies - improving accuracy of individualization from 76% to 88% Show less -
Ai ScientistCourse5I Jun 2016 - Aug 2019Bengaluru Area, India -
Data Science InternReliance Communications Oct 2015 - Jan 2016Mumbai Area, India1. Implemented churn prediction system comprising feature engineering and extraction pipelines, linked with an ensemble of supervised algorithms, for the companyโs postpaid segment of over 20 million users2. Performed Social Network Analysis on the best performing ML algorithm from the ensemble โ XGBoost, leading to an increase in Area Under Curve (AUC) measure from 82% to 93% -
Data Science InternEconomic Intelligence Unit, Govt. Of India (Mstd) May 2015 - Jul 2015Mumbai1. Delivered an end-to-end detection suite comprising supervised and unsupervised algorithms, to identify under-reported tax declarations, leading to an increase of 6% in fiscal revenue in FY152. Streamlined and automated feature engineering process when leveraging taxpayersโ operational data, thereby increasing operational efficiency by 30%
Rucha Vaishampayan Education Details
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Cgpa - 6.68 / 7
Frequently Asked Questions about Rucha Vaishampayan
What company does Rucha Vaishampayan work for?
Rucha Vaishampayan works for Fit-For-Purpose Technologies
What is Rucha Vaishampayan's role at the current company?
Rucha Vaishampayan's current role is AI/ML Engineer | Data Science Consultant (Cloud).
What schools did Rucha Vaishampayan attend?
Rucha Vaishampayan attended Ku Leuven, Svkm's Narsee Monjee Institute Of Management Studies (Nmims), Ramnarain Ruia College - Mumbai.
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