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Muskan Rathore

@muskanrathore

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Data & Applied Scientist with expertise in machine learning and NLP.

India

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What I'm looking for

I am looking for opportunities that foster innovation and allow me to leverage my skills in machine learning and data analysis.

I am a dedicated Data & Applied Scientist currently working at Microsoft, where I focus on language modeling for Indian local languages. My work involves developing end-to-end models for Automatic Speech Recognition (ASR) and enhancing existing frameworks to improve performance. I have successfully created models that cater to diverse locales, including significant contributions to the P-ELECTRA model and the development of a Display Post Processor for Indian locales.

My academic background includes an M.Tech from IIT Kanpur, where I researched learned indexes and their integration with machine learning. I have presented my findings at prestigious conferences and have a strong foundation in data mining and algorithm design. My projects range from detecting terrorist networks to analyzing COVID-19 data, showcasing my ability to apply technical skills to real-world problems.

Experience

Work history, roles, and key accomplishments

Current

Data and Applied Scientist

Current

Microsoft

Oct 2022 - Apr 2024 (1 year 6 months)

As a Data and Applied Scientist at Microsoft, I work in the Language Modeling team focusing on developing language models for Indian local languages. My responsibilities include creating models for ASR, improving existing frameworks, and utilizing non-transcribed audio data for language model enhancement.

Language Models Python TensorFlow Machine Learning Data Analysis NLP Reinforcement Learning

Education

Degrees, certifications, and relevant coursework

Indian Institute of Technology, Kanpur

Master of Technology, Computer Science and Engineering

2020 - 2022

Grade: 8.4/10

Pursued M.Tech in Computer Science and Engineering with a focus on advanced topics in machine learning and data science. Completed a thesis on learned indexes, analyzing implementations to improve traditional indexing structures using machine learning techniques.

NIIT University, Neemrana

Bachelor of Technology, Computer Science and Engineering

2015 - 2019

Grade: 8.13/10

Completed B.Tech in Computer Science and Engineering, focusing on software development and data analysis. Engaged in various projects and competitions that enhanced practical skills in programming and algorithm design.