Rishita Sinha
Analytics Manager specializing in NLP, Analytics, and Machine Learning at HSBC
- Role
- Senior Analyst at HSBC
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Rishita Sinha
I\'m happiest when I\'m using my knowledge to improve people\'s lives and processes. I love all aspects of data science (having 5 years of experience) and I\'m a passionate problem solver with quantitative methods to improve decision making, user experience, and productivity across organisation.Analytical Skills: Hands on experience in Machine Learning (Random Forest, Neural Networks, XG Boost, SVM, Ensemble algorithms), Statistical Modelling (Time series modelling, Logistic Regression, Linear Regression), Deep Learning (Recurrent Neural Network, Convolution Neural Networks, Speech Recognition, LSTM), D NLP (Word vector, Glove, Topic Modelling, Sentiment Analysis, Emotion Analysis, Fast Text models, BERT)Tools: Python,SQL,GCP
Experience
Senior Analyst
Feb 2022 — Present · Bengaluru, IN
Developed machine learning models for reducing false positive trade alerts and gained 30% efficiency and 5 FTE saves. Used NLP models to identify the potential risks in trade surveillance email and chats. Skills- Nlp, analytics, machine learning, trade surveillance, market abuse behaviors.
Education
IIIT Hyderabad
post graduation, Data Science
2020 — 2021
University of Calcutta
bachelor of science, Economics
2013 — 2016
University of Mumbai
Post graduation diploma in applied statistics, Mathematics and Statistics
2018 — 2019
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