Jan 2021 – Aug 2022 · 1 yr 7 mos

• ● Worked as a part of the Adobe Journey Optimizer team focussed on managing
• high throughput cross channel marketing campaigns. Helped build multiple micro services from scratch. Co author of the templating language/rendering engine to define inbound/outbound message templates.

Nov 2018 – Jan 2021 · 2 yrs 2 mos

Dec 2017 – Oct 2018 · 10 mos

• ● Worked on developing metrics (eg. avg txn fee, balance of all wallets/exchanges etc) that could be used to track the performance of Bitcoin. Parsing the publicly available blockchain, to get transactional data, then clustering addresses to wallets using heuristics, clustering wallets into entities based on wallet properties etc.
• ● Worked on developing metrics to track growth of various players in online food delivery space through publicly available data. For example number of restaurants listed over time, weekly new restaurant additions, restaurant churn etc across geos, finding restaurant hotspots for a city etc.

Dec 2015 – Nov 2017 · 1 yr 11 mos · Gurugram, Haryana, India

• ● Lead the development of stintmint.com as an intelligent and scalable crowdsourcing platform. Scaled the platform to 0.5 million daily tasks / 55000 users. Contributed to backend/frontend code. Managed infrastructure. Developed metrics for user profiling/ranking based on ELO rating system. Utilized these metrics into building a confidence score for each user’s verdict, which resulted in an overall accuracy of 95%+ on the tasks being completed on the platform.
• ● Utilized the data from our platform for building machine learning systems that could learn from the tasks completed by the users. For example, built a system for classification of E-Commerce products based on title using Word2vec and Deep Neural Networks with 90%+ accuracy.
• ● Lead the development of enterprise console where enterprise users can create workflows involving crowd/compute modules, track the progress, estimate quality, view exceptions, download results( or upload new data) manually or through the API, automated billing for their requests etc.

Jun 2015 – Jan 2016 · 7 mos · Gurugram, Haryana, India

Jun 2014 – May 2015 · 11 mos · Gurugram, Haryana, India

• ● Developed a system for Empirical Analysis of Time Complexity of code snippets written by students. Achieved 96% accuracy while predicting the time complexity.
• ● Developed a system for multi-class classification of job titles into a standard set of labels using Latent Semantic Analysis and a controlled closed-vocabulary Semantic Space. Achieved 70% accuracy while predicting the standard class for a query.