About
I enjoy solving problems using code and creativity.
Currently, I am working as a Data Scientist at Locus. When I’m not obsessing over finding a solution to the newest problem I’m facing, I like using my time to travel and work out.
Work Experience
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Worked on a two-layered model for solving vehicle routing problems with real-world nonlinear travel times & SLAs with lower inference time, as compared to traditional methods.
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Headed the development of an address validation service with hierarchy checks, auto-fills, corrections, entity extraction, standardization, and geocoder in a single, efficient pipeline.
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Undertook the future development of Locus Geocoder towards a self-learning system, leveraging a large pool of executed addresses for extracting POIs, entity polygons, alternative names, and more.
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Developed and deployed recommendation engines trained on 200Mn+ interactions/day, increasing user engagement by 42%
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Deployed dozens of models for feature extraction in videos of recommendation use-case, extracting 20+ distinct properties, processing 1.2Mn+ videos/month.
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Multilingual classifier tagging 98% (recall) of profanity & hate comments.
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Developed Integrated SaaS Platform to bulk upload and ~real-time inventory sync across e-com platforms, achieving 50% more sales & 6x faster uploads handling over 17Mn syncs per month.
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Hired and lead a team of 14; for developing various mobile applications with over 800k downloads, and backends with over 400 end-points, serving over 10Mn requests/month.
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Worked with local businesses to design ML-equipped 3D-printed mechanisms; eliminating manual labor and achieving 3x efficiency.
Projects
Etsify enables auto-sync of products and inventory from Etsy to Shopify in 3 clicks, creating additional commission-free sales and platform independence.
Convert your handwritten text samples into a model; use the model to render any digital text into what looks like handwritten pdfs.
Rakshita is a community-empowered platform that enables you to help someone in need.
An acronym for Server Worker Architecture for Mass Processing was developed to curate & process 2Mn+ images & videos/hour.
SellonAll allows you to upload and sync the inventory of your products over multiple e-commerce platforms simultaneously.
A portal that provides Translation, Transcribing, and Interpreting services for Indian Vernacular Languages.
Automated agriculture solution with a crop recommendation system for maximum profitability.
Side Projects
A productivity tool to optimize team collaboration in high-pressure, time-sensitive situations.
A device-aware URL shortener that redirects requests to various end-points based on the type of request device and collects as much data as it can.
Tool to manage e-books, create a local backup for articles & get statistics aimed toward improving productivity and consistency.
As a lazy 16-year-old, I decided to cut an Infrared Receiver from an old device, connect it with an Arduino to scan all the button frequencies of the TV remote, then push these frequencies to an Infrared Blaster to simulate button presses.
All of this, just because I didn’t want to get up and search for the remote of my very “non-smart” television at the time.
Writing
“A novel system for SOS application to alert emergency contacts as well as people nearby and applications thereof.” May 28, 2021