Sunil P. Sarolkar

DSK Vishwa, Dhayri

Pune, Maharashtra 411041

mob. +91-9823578815

Hi, I’m Sunil Sarolkar, a passionate and versatile software engineer with 14+ years of experience in designing and building enterprise-grade applications using Java, Spring, J2EE, and a wide range of modern technologies. I currently work as an Associate at Deutsche Bank, where I contribute to building secure, scalable, and cloud-ready financial applications.

In addition to my core Java expertise, I’m an avid explorer of emerging technologies, with hands-on experience in data science, machine learning, Spark, Kafka, and Python-based neural networks. I’ve successfully completed the CDS (Computational Data Science) certification from IISc Bangalore and built advanced projects including:

🤟 Indian Sign Language Translator: A neural translation system for ISL using Pose Estimation and Transformers (Live Demo)

🔁 StructFormer: A transformer-based system that translates structured validation errors into SQL adjustment queries with near 96% validation accuracy

🚗 Vehicle Telemetry Console: A Raspberry Pi + ELM327-based real-time dashboard for OBD-II car data, with Kafka-Spark based anomaly detection

This website is designed and developed by me using Jekyll and hosted on GitHub Pages. I constantly update it with new blog posts, projects, and experiments. Currently, I’m working on integrating a custom commenting feature and expanding this into a product platform for AI-assisted structured data transformation.

📫 Feel free to explore, connect with me on LinkedIn, or check out my code on GitHub.

news

Apr 26, 2025	Backpropagation, introduced in 1986, is a widely used and effective method for training neural networks, but it has drawbacks like high memory usage and limited parallelism. Researchers at the University of Oxford have now proposed a new algorithm that trains neural networks without relying on backpropagation, potentially overcoming these limitations. More details
Dec 10, 2024	2024 Danaher Summit

latest posts

Apr 19, 2025	StructFormer: Transformer-based Structured Data Adjustment Generator
Apr 16, 2025	Vehicle Telemetry using Raspberry Pi with Kafka-based Anomaly Detection
Dec 29, 2019	Redis High Availability Solution using Redis Sentinel and docker

Published Apps

Rouge Theme Preview

Sunil Sarolkar

2018

A customizable Jekyll theme previewer for GitHub Pages.

Bib HTML

@misc{sarolkar2024rougetheme,
  title = {Rouge Theme Preview},
  author = {Sarolkar, Sunil},
  year = {2018},
  howpublished = {\url{https://spsarolkar.github.io/rouge-theme-preview/}},
  note = {A customizable Jekyll theme previewer for GitHub Pages.}
}

ISL Sign Language Translation Demo

Sunil Sarolkar

2024

A live demo showcasing a Transformer-based Indian Sign Language to English translation model.

Bib HTML

@misc{sarolkar2025signlanguage,
  title = {ISL Sign Language Translation Demo},
  author = {Sarolkar, Sunil},
  year = {2024},
  howpublished = {\url{https://huggingface.co/spaces/sunilsarolkar/ISL-SignLanguageTranslation}},
  note = {A live demo showcasing a Transformer-based Indian Sign Language to English translation model.}
}