Rashmi Singh
Machine Learning Engineer | AWS Certified Machine Learning Specialty
- Role
- Sr Machine Learning Engineer at Palo Alto Networks
- Location
- Sunnyvale, CA, US
- LinkedIn followers
- 500 followers
About Rashmi Singh
Experienced Data Scientist with a strong background in machine learning (ML/AI) and Natural Language Processing (NLP). I specialize in designing and developing recommender systems for customer-level personalization and building predictive and inferential models to provide data-driven insights. My professional experience includes creating NLP-driven semantic-based document search tool, text clustering, and Topic Modeling(LDA) modules. I also have exposure utilizing a wide spectrum of word embedding techniques ranging from static Word2Vec,Doc2vec to transformers like BERT.I excel at establishing causal relationships between features/events and key metrics through Quasi-experiments and random experimental designs, ensuring robust model performance in production environments. I\'m passionate about building ML-driven solutions that drive business impact across various domains.As an AWS Machine Learning Specialty Certified Professional, I bring a strong foundation in cloud-based ML to the table. Let\'s collaborate on innovative ML projects that deliver tangible results. Feel free to connect with me to explore exciting opportunitiesProgramming Languages: R, Python Java, C, C#Databases: MS SQL, PostgreSQL, NoSQL-MongoDB, Oracle,Visualization Tools: Tableau, Power BI, Data StudioBig Data Technologies: Hadoop,Hive, Impala, Apache Spark, Cassandra, MongoDB,AWS RedShift,AWS Sagemaker
Experience
Sr Machine Learning Engineer
Jan 2024 — Present · Santa Clara, CA, US
Education
Worcester Polytechnic Institute
Master's degree, Data Science
2018 — 2020
K J Somaiya College of Engineering Vidyanagar Campus Vidyavihar Mumbai-400 077
Bachelor of Engineering (BE), Information Technology
2012 — 2016
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