Building the 'AMYRA' brand into a premium/luxury lifestyle brand for India and the world. Currently our product portfolio consists of fabric/textile based bags & purses for women, as an alternate to leather/faux leather bags. We intend to add more relevant categories.AMYRA is brainchild of my partner Priyanka who is the design head at AMYRA. I have set up the business from scratch & primarily work on growth of the brand (brand value & top/bottom lines) - Leading a team of 40+ folks. We have sold 75,000+ luxurious products so far & maintained avg review of 4.9/5 (of >7.5K reviews).In my free time I like to code. We have developed an internal ERP software that helps us optimize inventory & plan production of close to 400 products + 300 different raw materials, thereby helping in efficient use of our capital.

- Credit risk on "My Chase Loan" product (worked with stakeholders across verticals to deploy the product)- Innovation & Change Award Q2-Q3 2019 (within 6 months of joining)

As an associate manager I led highly skilled teams of 4 & handled project management for data science consulting engagements. My work over the course of ~4 years at Indus includes:1) For one of the largest investment banks in US (their newly launched consumer personal loan business) - Direct mail response model (regression and ML based)- Portfolio risk score (regression and ML based)2) For one of the big 4 banks in Australia:- Credit card approval strategy- Credit card Line assignment strategy- Credit card line increase strategy (Pro-active)- PL Risk segment consolidation3) For One of the largest investment banks in Australia:- Overhauling reporting framework in a move from old legacy systems to new systems (Alteryx/Tableau). Our work saved reporting generation time by up to 75% & eliminated the need for any manual intervention, resulting in low failure rate- R Modeler 4) For One of the largest NBFCs in India - - Bureau based home loan application risk scorecard- Customer LTV generation model - Credit Approval & Line assignment strategy of EMI card product5) Others- One of the largest companies in India: Worked on digital wallet product- US based SME lending firm: Marketing stage risk model- One of the biggest state universities in US: Drop/Withdraw/Fail (DFW) prediction based on student’s performance in the previous terms6) Non consulting work- IP Development: Developed a software module (coded in R) that optimizes hyper-parameters for machine learning algorithms (XGBoost & Light GBM) reducing model generation time by up to 50%- Hiring: Managed lateral hiring working directly with the CEO for over 6 months

As part of my masters project, I worked on computational modelling and simulation of material (Ni based super alloys) used in jet engine blades. The thesis was 1 of the only 2 to be awarded the highest merit (GPA 10/10) in the dept.My work involved computer simulation of the blade material at high stress, using softwares like - LAMMPS, Atomsk, Ovito, DXA, Paraview, Matlab. I also had an exposure to parallel processing in running the simulations over remote super clusters.