Shanthi Sridhar Guru Email & Phone Number

Bengaluru, Karnataka, India

Purchase Fraud Analysis Capstone Project | Tech Stack: Python, Jupyter Notebook | May '22 – Jun ‘22 Objective: Given a dataset, identify if an eCommerce transaction is a fraudulent transaction or not.Solution: Perform EDA to derive different insights from the data which led to fraudulent transaction. Did feature engineering to extract additional relevant features that help in prediction of the different Classifier models. Imbalance handling is done to handle the imbalance of the… Show more Purchase Fraud Analysis Capstone Project | Tech Stack: Python, Jupyter Notebook | May '22 – Jun ‘22 Objective: Given a dataset, identify if an eCommerce transaction is a fraudulent transaction or not.Solution: Perform EDA to derive different insights from the data which led to fraudulent transaction. Did feature engineering to extract additional relevant features that help in prediction of the different Classifier models. Imbalance handling is done to handle the imbalance of the different classes Customer Churn Hackathon | Tech Stack: Python, Jupyter Notebook | Apr ‘22 Objective: Develop a ML model to increase footfall in a mall using couponsSolution: Performed EDA to determine the effect of different features on the target. And Feature engineering to derive new features for better modelling. F1 Score was used as the metric. Our team was graded runner-up E-commerce Sales and Revenue Hackathon | Tech Stack: Python, Jupyter Notebook | Oct '21 Objective: Help a supermarket to identify areas of improvement to reach their sales target. The problem statement was to identify if the current marketing strategy used by the store was effective in the client making a purchase or not, based on data of client purchases over the past year. Solution: Using EDA, different insights were derived from the data. Multiple suggestions were provided for increasing customer purchases. Designed a machine learning model to predict client purchases. Show less

Data Engineering SpecialisationSPARK SQL– Performing queries on Walmart stock data to derive various insights on the dataSQOOP and HDFS– Loading data using SQOOP into HDFS and performing various optimization techniques

Bengaluru, Karnataka, India

- Conducted detailed nutrition consultations and created- personalized meal plans based on local, sustainable, and organic food sources.- Advised clients on diet therapies, health benefits of balanced diet and yoga-based exercise programs- Volunteered during lock-down for home-cooked-food drive for COVID patients in the community

- Launched interior design services as freelancer.- Executed 8+ projects in the residential sector. - Developed related experience in o Entrepreneurship & business managemento Setup of local supply chains to execute projects

Startup: Hyperlocal Toy Rental Subscription – Championed a toy rental business in Mumbai which catered to lending toys to toddlers and parties – Developed webpage to facilitate toy booking– Developed entrepreneurship, business skills

Bengaluru, Karnataka, India

– Part of team for process mapping and re-engineering as many as 450 processes for a leading UK based multinational bank and an insurance company– Interacted with domain experts to understand business requirements and get relevant details to work on improvement of processes

Bengaluru, Karnataka, India

CBS - Commercial Banking System | Esanda – ANZCAP – Retail Lending – As team lead, managed teams with geographically distributed resources in building systems for Esanda, a Collections arm of ANZ Bank– Led team for SQR Report Generation, which provides Statutory reports for different countries – Proven leadership and mentoring skills, in building teams, inspiring and empowering individuals to strive toward higher levels of achievement

Pgdp, Data Science And Machine Learning

Bachelor Of Engineering - Be, Computer Science

Diploma Of Education, Dietetics Health And Nutrition

Diploma In Interior Architecture And Design, Interior Design

Project Leadership Certification Plc

Project Leadership Certificate offered by University of Technology, Mauritius in collaboration with TeamSynthesis

Education record