Pune, Maharashtra, India
To secure a challenging position in an esteemed organization, leveraging my skills in organizational development, with a strong focus on continuous learning and innovation.
Strategic Leadership: Spearheaded the architectural migration of legacy financial platforms to Google Cloud (GCP), reducing infrastructure costs by 30% and improving scalability.
AI/ML Innovation: Architected and deployed GenAI solutions for "Community of Practice," enabling business users to leverage LLMs for automated document processing and insight generation.
Engineering Excellence: Led the development of "Feed and Adjustment Workstation," a critical accounting sub-ledger system processing millions of daily transactions. Optimized data pipelines using Spark and BigQuery.
Team Management: Mentored a cross-functional team of 10+ engineers, establishing best practices in CI/CD, microservices architecture (Spring Boot), and TDD.
Key Projects:
• Structform: Designed a high-performance Data Transformation Engine using Transformer models, achieving 99% accuracy in mapping complex financial message formats.
• GenAI Test Automation: Built a LangChain-based framework to automate JUnit test case generation, cutting developer testing time by 40%.
Core Systems Development: Played a pivotal role in the "Global Securities Infrastructure (GSI)" initiative, designing robust backend services for managing complex stock and cash positions.
Quality Assurance: Engineered a custom TestSuite using JUnit for comprehensive end-to-end testing of position management applications, significantly reducing production defects.
Performance Optimization: Refactored critical database queries and application logic, resulting in a 20% improvement in transaction processing speed.
Trading Platform Development: Core contributor to the award-winning "Barracuda" trading platform. Collaborated directly with global stakeholders in the UK and US to interpret and implement complex DFA regulatory requirements.
System Integration: successfully integrated the trading platform with major external financial networks (DTCC, MarkitWire), ensuring seamless real-time data exchange.
Crisis Management: provided critical disaster recovery support for the trading desk during Hurricane Sandy, ensuring business continuity.
Data Product Development: Developed analytical engines for Credit Bureau reports using Java/J2EE ecosystem (Struts, Spring, Hibernate).
Risk Analytics: Built the "Overlap Report" and "Incidence High Default (IHD)" report generators, key products used by banks for risk assessment and decision-making.

Google Cloud
2025

Indian Institute of Science, Bangalore
2024

Google Cloud
2024

Google Cloud
2023

ACTS, Pune
2007

Pune University / VIT, Pune
2006

Deutsche Bank

Deutsche Bank

Deutsche Bank

Deutsche Bank
Implementing the sign language translation feature for Indian Sign Language (ISL) using LSTM and Position models.
Transformer-based model built to automate structured data transformation.
Work Project
An interactive web app to practice for the Google Cloud Certified - Professional Machine Learning Engineer exam. Features section-weighted mock questions, timer-based exam mode, tag-based filtering, detailed summaries, and PDF export — all hosted on GitHub Pages.
Technologies Used:
View ProjectWork Project
StructFormer is a Transformer-based deep learning model designed to learn adjustments on structured data and generate corrective SQL statements. It is especially useful in enterprise workflows such as financial reconciliation, trade corrections, or regulatory compliance.
Technologies Used: Python, TensorFlow, FastAPI, SentencePiece
View DetailsWork Project
Indian Sign Language (ISL) translation bridges the gap between the hearing-impaired community and those who don’t know sign. Our system uses OpenPose to extract body‐ and hand-keypoints from video frames, then feeds the time-series of those points into an LSTM network to produce text translations in real time.
Technologies Used: Python, TensorFlow, OpenPose, LSTM
View DetailsFun Project
A Raspberry Pi-powered telemetry console that connects to your car’s OBD-II port using ELM327 (or CAN Bus), captures parameters like RPM, speed, coolant temperature, and displays them in real-time on a Python-based UI.
Technologies Used: Python, Raspberry Pi, Kafka, Spark
View DetailsFun Project
Rouge is a popular syntax highlighter written in Ruby to provide the capability of syntax highlighting for code written on html pages. Rouge supports many different themes. While implementing the same feature for my blog I realized that there is no preview page where I can see how these themes look like. So I took the challenge and written my own.
Technologies Used: Ruby, Jekyll, JavaScript
View ProjectWork Project
Recently while working with Findbugs plugin for Eclipse I discovered that Findbugs fails to identify resource leak in the scenarios where resource is initialized outside the method scope. The solution for the problem is not that straightforward and separate plugin was required to recognize the resource leak situations.
Technologies Used:
View Project