Sunil P. Sarolkar

DSK Vishwa, Dhayari

Pune, Maharashtra 411041

mob. +91-9823578815

I am Sunil Sarolkar, an Assistant Vice President at Deutsche Bank in Pune, India, with 15 years of experience in enterprise software engineering and architecture and 5 years of active contributions in AI/ML and Generative AI projects. My core expertise lies in Java, Spring Boot, microservices, distributed systems, and cloud-native platforms, while my AI/ML focus includes predictive maintenance, generative AI automation, structured data transformation, and computer vision models.

Notable AI/ML contributions:

Built an Indian Sign Language Translator using Pose Estimation + Transformers (Keras, PyTorch), hosted on Hugging Face.

Contributed in AIML Community of practice team for using Generative AI within bank business users.

Developed a LangChain + Hugging Face solution for generative AI-based JUnit test case automation.

Created Structform, an open-source Transformer-based data transformation engine with 99% accuracy.

Previously, I have contributed to major enterprise projects such as the Feed and Adjustment Workstation at Deutsche Bank, the Global Securities Infrastructure (GSI) initiative at Cognizant, and the award-winning Barracuda trading platform at HSBC.

I hold a PG Certification in Computational Data Science from IISc Bangalore, an Associate Cloud Engineer Certification, a Diploma in Advanced Computing (DAC), and a B.E. in Electronics.

Outside of work, I enjoy trekking, reading, swimming, and exploring astrophysics. I am also active on Stack Overflow (username: Xinus) and share projects and insights on my personal blog .

📍 DSK Vishwa, Dhayari, Pune – 411041, Maharashtra, India

Education & Certifications

Google Cloud — Professional Machine Learning Engineer (2025)
PG Certification — Computational Data Science (CDS), IISc Bangalore (2024)
Associate Cloud Engineer Certification (2023)
Diploma in Advanced Computing (DAC) — ACTS, Pune (2007)
B.E. (Electronics) — Pune University / VIT College (2006)

Download Resume

You can download my ATS-optimized resume here:
Resume_Sunil_Sarolkar_Resume.pdf

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

Jul 05, 2025	Building GCP ML Engineer Mock Exam App with GitHub Pages
Apr 19, 2025	StructFormer: Transformer-based Structured Data Adjustment Generator
Apr 16, 2025	Vehicle Telemetry using Raspberry Pi with Kafka-based Anomaly Detection

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.}
}

GCP Machine Learning Engineer Mock Exam

Sunil Sarolkar

2025

An interactive web app for preparing the Google Cloud Certified - Professional Machine Learning Engineer exam, with realistic questions, scoring, and PDF summaries.

Bib HTML

@misc{sarolkar2025GCPMachineLearningMockExam,
  title = {GCP Machine Learning Engineer Mock Exam},
  author = {Sarolkar, Sunil},
  year = {2025},
  howpublished = {\url{https://spsarolkar.github.io/ml-cert-mock-exam/}},
  note = {An interactive web app for preparing the Google Cloud Certified - Professional Machine Learning Engineer exam, with realistic questions, scoring, and PDF summaries.},
}