A one-person AI company delivering research-driven, user-centric solutions

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

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

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

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

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 query2. Speech recognition and text conversion to the user queryTech Stack - Python, React, Firebase

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.

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.

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