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Data Science with 3+ years in Banking & Machine Learning
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Assessing your cultural and operational fit
Dedicated MSME Banking professional in Credit Administration Department. Skilled in analyzing credit proposals, ensuring compliance with banking policies, managing loan documentation, and assessing risks for MSME portfolios. Facilitating timely loan disbursement, and ensuring regulatory adherence to support business growth, good knowledge of related MSME banking software.
RTU University, Kota
B.Tech. · Computer Science and Engineering
August 1, 2017 – June 30, 2021
INDUSIND BANK LTD.
Operation Executive
July 1, 2024 – Present
India
Roton Consultancies
Machine Learning Engineer
July 1, 2021 – September 1, 2022
India
Fake News Detection
September 1, 2022 – September 1, 2022
Developed a machine learning model to identify fake news articles. Engineered features based on text and metadata for improved accuracy. Successfully achieved an accuracy of 92%.
Customer Churn Prediction
September 1, 2022 – September 1, 2022
Implemented a machine learning model for customer churn prediction. Utilized TensorFlow and Keras to recognize various analysis and model building. Demonstrated high accuracy in churn prediction under different method uses.
Sentiment Analysis
September 1, 2022 – September 1, 2022
Conducted sentiment analysis on a large dataset of customer reviews. Implemented machine learning models to classify sentiment as positive, negative, or neutral. Achieved an accuracy of 85%.
Cultural Fit Analysis
The candidate's project diversity (Fake News, Churn Prediction, Sentiment Analysis) shows a broad interest in applying data science techniques across different domains. The current role, while not purely data science, involves 'Collaborated with the team to develop and implement data-driven solutions,' indicating an interest in applying analytical skills in a business context. The previous role as a Machine Learning Engineer aligns well with the target role. The blend of banking operations and ML projects suggests adaptability and a willingness to learn and apply skills in varied settings.
Soft Skills & Operational Fit
The candidate's resume indicates experience in team coordination and collaboration, particularly in the current role at INDUSIND BANK LTD. The description of managing audit issues and coordinating with business teams suggests an ability to handle operational challenges and work within structured environments. The project descriptions, while brief, imply an ability to execute on defined tasks.