
Timeline
About me
Data Scientist| Former Entrepreneur | Deloitte Alumnus
Education

Rmtraininggroup
-Passenger revenue management fundamentalsModules: Demand, Pricing, Booking class, Seat allocation, Seat spoilage, Group Travel, Schedule and Capacity, Performance, Distribution, Loyalty Programmes, Fare Management, Merchandising and Ancillary Revenue

Springboard
2020 - 2021Data analytics career track data analytics
Mop vaishnav college for women
2007 - 2010Bachelor of commerce - bcom accounting and finance
Experience
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Deloitte india (offices of the us)
Aug 2010 - Feb 2015-Offshore client Engagement-Insurance Vertical-Canada, UK and US offices-Schedule Management -Senior Reviews-Training and Mentoring -Offshore Client Engagement-Insurance Vertical-US,Canada and Australia offices-Data Collection and Validation-Risk Assessment- Balance sheet ,Income statement ,Internal Controls and Business Processes-Performance Materiality, CTT, Sample size to help design the basis of audit procedures.-Data Extraction to recreate and verify financial statements-Conducted Test of Details and Substantive Analytical procedures on financial statement accounts -Offshore Client Enagagement-Private Equity, Banking and Investment Management Vertical-US offices-Accuracy of Statement of Investments-Tie out procedures on Financial Statements-Various Staff level assistance on work papers designed to develop comfort over numbers in Financial Statements
Audit In-Charge
Aug 2014 - Feb 2015Audit Senior Assistant
Aug 2012 - Aug 2014Audit Assistant
Aug 2010 - Aug 2012

Star group of companies
Apr 2015 - Mar 2020Managing partnerSuccessfully led a 30+ year business in the power electronics and Computer peripherals management industry.Effectively managed quality client service for about 75 business organizations, encompassing various sectors.Led and mentored a team of 15 professionals demonstrating people leadership skills.Revamped the Stock management system, resulting into a significant decline of 90% in stock related loss.Acquired 30 new clients which increased the annual rolling business of the company by Rs 10 lakhs, in a span of a year.Launched an Enterprise Management System to integrate client billing with vendor and stock management.Successfully secured a profitable deal for sale of company with strong negotiation skills, also providing a seamless transition in management Show less

Springboard
Aug 2020 - May 2021Student-data analyticsWorked on data driven projects to deliver business insights.Capstone Project-RossMann Stores-Ideas to increase Revenue- A Data-driven approachProject Duration: 2 Months-Used Python to pre-process, perform EDA and uncover insights from a time series dataset with 1M datapoints-Created a Multiple Linear regression model to predict Monthly sales and customer walk-ins-Created optimal Bins of stores, based on distance from nearest competitor to hypothesize that competition has an impact on SalesCapstone Project-BigMart-Understanding the CustomerProject duration: 1 Month-Employed Power BI and MS Excel to uncover insights on customer buying patterns from BigMart’s sales data, containing 9000 data points-Systematically imputed missing data in item visibility, using mean, median and mode-securing 25% of the data.-Identified price sensitive consumers by screening out consumer groups where correlation between MRP and Volume sales is below 0.60.-Identified item categories which were sensitive to fat content over MRP-Identified product placement premiums from vendors as an added stream of revenue for Bigmart, for item categories where correlation between item visibility and Volume Sales is over 0.90AEMR: Analysis of Power OutagesProject Duration :1 Week-Utilized Power BI and MS Excel to assess the reliability and non-disruptiveness of AEMR’s energy network.-Extensively used SQL for data extraction, w.r.t nature and frequency of outage events to identify unreliable energy providers basis average and total energy lost-Hypothesized and proved that forced outages occurred due to instances of low/poor preventive maintenance, using data driven evidence. Show less

Ibs software
Aug 2021 - now-Established an end-to-end Machine learning workflow for forecasting Airline crew utilisation on AWS Sagemaker-Performed Data Engineering using the Data Wrangler Studio, using a combination of preset features and custom SQL and Pandas code to prepare data for AWS’s deep learning forecasting algorithm-DeepAR.-Performed Hyperparameter tuning jobs to increase quality of predictions and reducing RMSE and MAPE.-Collaborated with various stakeholders to eliminate pain points in order to use AWS Sagemaker optimally and presented key analysis. Show less
Consultant-Data Science
Apr 2023 - nowBusiness Consultant
Dec 2021 - Mar 2023Project Trainee
Aug 2021 - Nov 2021
Licenses & Certifications

Supervised machine learning
Deeplearning.aiAug 2023
Master microsoft excel macros and excel vba
UdemyMay 2020
Microsoft excel - excel from beginner to advanced
UdemyMay 2020- View certificate

Responsible ai to the rescue
LinkedinOct 2024 - View certificate

Learning amazon sagemaker
LinkedinAug 2021 
Customer analytics and a/b testing in python
DatacampJun 2021
Analyzing business data in sql
DatacampJun 2021- View certificate

Executive guide to human-in-the-loop machine learning and data annotation
LinkedinNov 2025
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