Feb 2023 – Mar 2024 · 1 yr 1 mo · Pune, Maharashtra, India · On-site

• The Next Generation AI Photo Studio for E-Commerce Brands & Agencies

Apr 2022 – Sep 2022 · 5 mos · Remote

• Designed an Embedding system using Graph Neural Network for recipe recommendation and user profiling.

Aug 2020 – Aug 2022 · 2 yrs · Mumbai, Maharashtra, India

• Building a Hyper-Automation platform for APIs using the power of NLP and Automation.
• Keys Projects -
• 1. Swagger and OpenAPI parser
• 2. Testcase generation for API integration and testing for any OpenAPI specification.
• 3. A network visualization to understand the API flow.
• Tech Stack - Python, Nodejs, React, MongoDB

Mar 2020 – Present · 6 yrs · Remote

• Profile Link - https://www.toptal.com/resume/shubham-agarwal

Sep 2019 – Nov 2019 · 2 mos · Greater Munich Metropolitan Area

• Digital Product School is an interdisciplinary program to build a ​User-Centric product​ in ​Cross-Functional​ teamwork. Our team built a mental-wellbeing solution including from product discovery to MVP with BMW as a partner company.
• Product Features -
• 1. Podcast/Self-help recommendation for the user query
• 2. Speech recognition and text conversion to the user query
• Tech Stack -
• Python, React, Firebase

Jun 2017 – Mar 2019 · 1 yr 9 mos · Mumbai, Maharashtra, India

• Key Projects -
• 1. Developed an image-based document classifier (KYC and business documents) using a two-step approach - the Naive Bayes text method and CNN-based object detection.
• 2. Designed a system for face detection and text information retrieval from digital documents using OCR (Optical Character Recognition) for identity verification and data enrichment.
• 3. Built an algorithm to understand the financial and credit-bureau data to building a loan default prediction model. A large amount of feature engineering, business context, and model ensembling was involved.
• 4. Automated the overall loan process with a custom-designed Python back end along with Flask and Restful APIs.
• 5. Improved the overall business effectiveness and user experience (lead prioritization and allocation, customer profiling, etc.) with the creation of several data-driven applications.

Dec 2015 – Jun 2017 · 1 yr 6 mos · Mumbai Area, India

• Key Projects -
• 1. Designed an ad-server based on different demographics and time filters. It was a real-time bidding platform that automated the delivery of ads.
• 2. Engineered an ad recommendation system for user targeting and maximizing the click-through rate. The system was designed based upon the demographic data and installed applications found on the user's smartphone.
• 3. Devised a Python back end for a client dashboard to check the daily reach and revenue generated.

Aug 2014 – Nov 2015 · 1 yr 3 mos · Mumbai Metropolitan Region

• Application Service (AS) development for IMS 4G-LTE using SIP Protocol.