Pradeep Kumar G

About me

I'm a Senior Software Engineer with over 3 years of experience, and I love coding, especially when it involves tackling complex problems and collaborating with teams. I've led and contributed to engineering efforts that include, designing MarTech pipeline to outreach 1.5M+ members, migrating of 3+ Billion records from on-prem to cloud, etc.

I like to keep my code and design, simple and stupid. Whether it's diving into trade-off discussions or inculcating new features, I aim to deliver high quality and practical solutions.

Interests

Backend Development, Event-driven architecture, Microservices, Serverless, Azure, Kafka, Java, Go (Golang), SQL/NoSQL

Work

Download the résumé for career details.

Publications

IEEE Transactions, A Unified Deep Learning Framework for Smartphone-Enabled ADHD Detection

S. Mandal, G. P. Kumar, M. Saini, U. Satija and Y. Kumar

ieeexplore.ieee.org/document/10339337

  • Cleaned and Preprocessed 16 channel time-series EEG data using NumPy and MATLAB.
  • Implemented 1D-CNN and fine-tuned until achieving 99% accuracy in detecting ADHD across public datasets.

2023

Awards

Martech Innovation Challenge - Winner, UnitedHealth Group

Proposed an Idea to automate Post Deployment Validation using AI, won the challenge amongst 150+ participants and secured funding to implement it.

2024

Résumé