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Data Science with 1+ years in data analytics & machine learning.
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Assessing your cultural and operational fit
IT Analyst with hands-on experience in data extraction, SQL development, reporting, and analytics within the Credit Department at Asirvad Micro Finance Ltd. I work closely with business teams to turn operational data into clear and accurate insights that support daily decision-making. With a background in Computer Science and a Certified Data Scientist credential, I am continuously building my expertise in advanced analytics and aim to grow into a Data Scientist role by contributing meaningful, data-driven improvements to organizational performance.
Unknown University
Bachelor of Technology · Computer Science
August 1, 2020 – June 30, 2024
Asirvad MicroFinance Limited
IT Analyst
January 1, 2025 – Present
India
Loan Repayment Prediction by using Machine Learning Algorithm
June 24, 2026 – Present
Built a predictive model to estimate the likelihood of loan repayment using Python and machine learning algorithms. Performed data cleaning, feature engineering, and exploratory analysis to improve model accuracy.
Customer Signature Verification by using Deep Learning
June 24, 2026 – Present
Developed a deep learning model to verify customer signatures using convolutional neural network(CNN). Preprocessed image data, including resizing, normalization, and augmentation to improve model performance. Improved verification accuracy and helped demonstrate how automation can enhance fraud detection processes.
Certified Data Scientist
Unknown
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's academic projects show initiative in applying machine learning and deep learning, aligning with an innovative culture. The IT Analyst role involves coordination with business teams, indicating a collaborative mindset. The aspiration to grow into a Data Scientist role suggests a proactive and learning-oriented individual. However, the current professional experience is limited in scope for a senior Data Scientist role, which might require a significant ramp-up.
Soft Skills & Operational Fit
The candidate demonstrates attention to detail and analytical thinking through their IT Analyst role responsibilities (data quality monitoring, exploratory analysis) and project work. Team collaboration is mentioned as a soft skill, which is crucial for operational fit in data science teams. However, the current experience is more focused on data operations rather than advanced analytical model development.