Ruchit Doshi
Member of Technical Staff, Machine Learning @Syntiant Corp.
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WORK HISTORY
Member of Technical Staff, Machine Learning @Syntiant Corp.
Irvine, CA, US
Researching on a novel AI solution for voice cloning in Mandarin and English language to generate Synthetic data using Text to speech models, reducing cost of outsourcing data collection by 20%• Designing a state-of-the-art framework for modeling and training techniques to improve the computation efficiency by 18% for speaker verification project• Collaborating with a cross-disciplinary team to build sustainable production models for Key word detection such as OK-GOOGLE, HELLO-BOAT, and ALEXA with state-of-the-art low FAR and FRR
EDUCATION
Carnegie Mellon University
Master of Science - MS , Mechanical Engineering
Dwarkadas J. Sanghvi College of Engineering
Bachelor's degree, Mechanical Engineering
Udacity
Data Science Nanodegree, Data Science
Carnegie Mellon University
Master of Science - MS, Mechanical Engineering - Research Machine Learning
ABOUT RUCHIT DOSHI
I am an aspiring Machine Learning/Data Scientist candidate who is passionate to analyze, visualize data, and build Machine Learning models. My latest research projects include building a supervised learning model for classifying messages during Disasters using ETL and ML pipelines. Currently, I am working on building a \'no-code\' platform that includes Machine learning, Deep learning models, and featurization techniques. Looking for full-time opportunities from May 2021. Programming languages: Python, SQL, C++Libraries | Frameworks | Databases: Scikit-Learn, Pandas, PyTorch, Keras, NumPy, Matplotlib, Seaborn, NLTK, Spark, MySQLVersion Control | Operating System: GitBash, Linux, Windows Software: Tableau, Microsoft OfficeTechniques: Deep Learning, Exploratory Analysis, Data Visualization, Natural Language Processing Pipeline, Machine Learning Pipeline, Statistical Analysis, Predictive Modelling, Recommendation Systems, Data Wrangling, ETL pipelines, Unsupervised Learning, A/B testing, Hyper-parameter tuning, Data Mining, Hypothesis testing Github: https://github.com/RuchitDoshi
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