Timeline:
📆 Jul 2017 - Jan 2021
Location:
📍 Bangalore, India 🇮🇳
Position(s)/Work:
👨🏽‍💻 R&D Engineer 🔍
Description:
As I grew up and gained exposure to the world of computing and the breakthrough research in the world, I found that I wanted to be closer to research and then its implementation as products and services.
I negotiated with my manager to help me transition to an Applied Research Team. Given my performance and my suggestions, agreed and soon I was only the second recruit at Eagle Labs - our company’s newly formed Applied Research Team. Here I was able to work on some of the coolest projects. Some of my achievements:
- Implemented phishing discriminant XGBoost model and productized its APIs on Palo Alto Network’s Cortex XSOAR platform to filter through approximately 17,000 emails a day.
- Delivered a Signature Extraction model for legal property documents using an ensemble of SOTA Convolutional Neural Networks (YOLO and ResNet), helping in 16 unique business process improvements.
- Developed a chatbot framework for multi-party service integration with endpoint integrations to Alexa and Google Home and streamlined information access for six customer-facing applications.
- Implemented an analytics dashboard for customer research and segmentation using Tableau and custom D3.js components to fine-tune customer retention and acquisition strategies.