Experience

Simplr

• United States
• Software Development
• 1 - 100 Employee

• Product Manager

  • Jan 2023 - Present

  San Francisco Bay Area

• Data Scientist

  • Jul 2019 - Jan 2023

  San Francisco Bay Area



Flipkart

• India
• Technology, Information and Internet
• 700 & Above Employee

• Business Analyst

  • Jan 2018 - Jun 2018

  Bangalore Flipkart is the current leader in the Indian e-commerce industry with ~40% market share and ~$3 billion in revenue. A majority stake in Flipkart was recently bought by US-based retail giant, Walmart. My role as a business analyst in eKart, the supply chain division within Flipkart, was to develop a comprehensive understanding of the supply chain and leverage it to design reporting mechanisms and models to reduce key performance metrics indicative of the health of the supply… Show more Flipkart is the current leader in the Indian e-commerce industry with ~40% market share and ~$3 billion in revenue. A majority stake in Flipkart was recently bought by US-based retail giant, Walmart. My role as a business analyst in eKart, the supply chain division within Flipkart, was to develop a comprehensive understanding of the supply chain and leverage it to design reporting mechanisms and models to reduce key performance metrics indicative of the health of the supply chain. 1. Developed a deep understanding of the design and network of the supply chain. • Combined the on-field knowledge with supply chain principles and the in-person knowledge transfers from the existing employees and created exhaustive documentation of the supply chain, its KPIs and individual functions with the supply chain. 2. Created and deployed an automated mailer using R to publish a daily report on breach (delay in the arrival of shipment to the customer beyond ETA). • The mailer used several different filters such as region, city tier, shipment type, source-destination combinations and historical trends to raise alarms about spikes in breach in specific areas that enabled pro-active efforts to reduce breach. • It helped save breaches on several thousand shipments via early identification of problem areas. 3. Created a model to improve reliability and customer trust in the supply chain • Generated a risk score for each shipment using a weighted average of individual parameters of the shipment • Parameters used and considered include weight and type of shipment packaging, the value of goods within the shipment, number of handshakes for the shipment, time spent on each leg etc. • The parameters were standardized and applied in a randomForest to identify the largest contributors to a shipment being fraudulent or tampered with. This was in turn used to generate a risk score. Show less



Society for Student Mess Services, Pilani( Reg. no. 32/JHU/2012-13)

• President

  • Nov 2016 - Oct 2017

  Pilani In charge of the society that takes care of the mess operations of 3600 students, employing 190 employees and having an annual turnover of almost INR 150 million. A majority of the work involves constant negotiations with multinationals such as Sodexo.



EXL

• United States
• IT Services and IT Consulting
• 700 & Above Employee

• Data Analyst Intern

  • Jun 2017 - Jul 2017

  • Worked as an Intern in EXL in financial analytics for credit unions. • Developed an understanding for credit limit increase campaigns that leveraged several customer parameters such as FICO scores, payment and delinquency cycles, propensity to spend etc. to decide which customers would be suitable for CLI • Analysed data of 10 million credit card transactions using RFM analysis followed by k-means clustering to identify customers that transact in similar stores to deduce mutual… Show more • Worked as an Intern in EXL in financial analytics for credit unions. • Developed an understanding for credit limit increase campaigns that leveraged several customer parameters such as FICO scores, payment and delinquency cycles, propensity to spend etc. to decide which customers would be suitable for CLI • Analysed data of 10 million credit card transactions using RFM analysis followed by k-means clustering to identify customers that transact in similar stores to deduce mutual influence in buying patterns Show less



Smartlink Holdings Limited

• India
• Computer Networking Products
• 100 - 200 Employee

• Technology Intern

  • May 2016 - Jul 2016

  Goa • Developed an inter-department collaboration portal using HTML, CSS, JavaScript and PHP with database management using MySQL • Evaluated data on maintenance portal of the company to extract information such as employee efficiency based on their speed and proficiency. • Implemented an SMS based power loss detection system using Python programming to improve production efficiency and reduce power costs