A Data Science Enthusiast- Graduated in B.sc (Statistics and Computer Science) from Bangalore University. Also, Certified in Big Data Hadoop.
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MckinleyandRice
March 18, 2020 – March 18, 2020
Analysis test project - to build a web application
View ProjectSMS-Message-Spam-Detector
May 21, 2019 – May 21, 2019
Building a machine learning model for spam SMS message classification, then create an API for the model, using Flask, the Python micro framework for building web applications.
View ProjectIdentify_Apparels_multiLabel_classification_CNN
April 21, 2019 – April 21, 2019
More than 25% of entire revenue in E-Commerce is attributed to apparels & accessories. A major problem they face is categorizing these apparels from just the images especially when the categories provided by the brands are inconsistent. This poses an interesting computer vision problem which has caught the eyes of several deep learning researchers. Fashion MNIST is a drop-in replacement for the very well known, machine learning hello world - MNIST dataset which can be checked out at ‘Identify the digits’ practice problem. Instead of digits, the images show a type of apparel e.g. T-shirt, trousers, bag, etc. The dataset used in this problem was created by Zalando Research.
View ProjectPython_Backtesting_Pair-Trading_Strategy
November 10, 2018 – November 10, 2018
Applied Linear Regression for Trading Business Based Company to Back-test Pair Trading Mean-Reversion Strategy on 200+ stocks using various packages like NSEPY, PANDAS, MATPLOTLIB and many more.
View ProjectSAS_FINANCE_CROSS_SELLING
November 10, 2018 – November 10, 2018
Financial Cross-Selling project where the objective is to develop business and market strategies for targeting customers which are more likely to buy insurance products.
View ProjectClustering_Airlines_Marketing_segmentation
November 10, 2018 – November 10, 2018
Applied Clustering technique for An Airlines to find similar groups of customers who belong to it’s frequent flyer program so that Marketing team can target different customer segments with different types of mileage offers.
View ProjectExcel-VBA-Macro_Salary_Dashboard
November 5, 2018 – November 10, 2018
Created automated dashboards for monthly salary databases by using VBA-Macro Code, during a Business Assignment.
View ProjectR_Loan_Repayment_Prediction
November 5, 2018 – November 10, 2018
Applied Logistic Regression for Loan Finance Company to predict Loan Repayment status whether the customer is likely to repay or not.
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong interest in data science and machine learning, aligning with a Data Scientist role. The diversity of projects (finance, e-commerce, spam detection, marketing segmentation) suggests adaptability and a broad interest in applying data science across different industries. However, the projects are all personal and lack team collaboration aspects, which might be a consideration for cultural fit in a collaborative environment. The absence of professional experience makes it difficult to fully assess cultural fit.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate an ability to apply technical skills to business problems, but there is no information on collaboration, problem-solving approach, or communication style.