Jul 2020 – Jan 2023 · 2 yrs 6 mos · Bengaluru, Karnataka, India

Apr 2020 – Jul 2020 · 3 mos · Bengaluru, Karnataka, India

Nov 2015 – Apr 2020 · 4 yrs 5 mos · Bengaluru Area, India

• Our mission at Clean Slate is to connect the real and digital worlds. Our patented technology suite, inLocate, brings effective & scalable indoor location context to enterprises to enable digital style insights into the physical world . We provide track and trace solutions across industries like manufacturing, logistics, security and retail for use cases like asset/people tracking & management, proximity marketing and location based analytics.
• We keep looking for interesting and challenging problem in the industrial IOT field to solve.
• Reach out at aman@cleanslatetechnologies.com
• To know more visit www.cleanslatetechnologies.com

May 2015 – Dec 2015 · 7 mos · Mumbai Area, India

• Customer Experience (CE) Analytics:
• Captured & evaluated CE in sector like financial services, entertainment, telecom, healthcare, retail/CPG, automobile. Advised multiple Fortune 500 companies for business problems like market expansion, acquisition, up-sell & cross-sell
• Conceptualized the social media analytics in firm; developed adverse risk identification model for multiple banks
• Developed an early warning radar to predict trending waves & topics in social media
• Created Influencer Index (replacing Klout Score) to identify top influencers & their segments, for a vertical/brand in social media. Developed a real time product to identify top influencers & their NPS specific to a business
• Predictive Maintenance Analytics:
• Forecasting flight delays & cancellation for a major airline in USA, using rare event modeling on maintenance logs & sensor data
• Used text analytics & biserial correlations to determine the influential keywords & messages for an aircraft

Jul 2014 – May 2015 · 10 mos · Mumbai Area, India

• Human Resource (HR) Analytics:
• Developed a model to predict attrition for a Fortune 500 firm using hypothesis driven approach & analytical techniques
• Successfully predicted more than 70% of the attrition: Influenced key decisions like employee rating, bonus structure, utilization
• Social Media Analytics:
• Develop Tableau based tool to analyze social media presence and monitor the social media chatter.
• Developed a sentiment analysis tool to analyze the sentiments of the chatter on the social media and identify key topics and issues

Mar 2013 – Mar 2014 · 1 yr · IIT Knapur

• Led a 4-tier team of 120 members to facilitate placement of 1100+ students of the graduating batch. Constituted & spearheaded an internship team to manage the internship process of 600 students

May 2012 – Jun 2012 · 1 mo

• Analyzed the capacity & demand of the Dedicated Traffic Corridor of 1,500 km to be built between Mumbai & New Delhi. Devised the strategy of transporting 50 types of goods across 17 regions in 5 states along with the frequency of freights
• Achievement: Prepared & presented Geo-referenced Map system of Mumbai Metropolitan to Chief Planner, MMRDA

May 2011 – Jun 2011 · 1 mo · Ahmedabad Area, India

Jul 2009 – May 2014 · 4 yrs 10 mos

• Calculated reliability of a road network using the concepts of Information Theory (entropy)
• Using GPS data of 200 trucks collected over 2 months, evaluated & compared reliability derived from spot speed & travel time